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Artificial Intelligence (AI) Market

Report Code TC 7894
Published in Apr, 2025, By MarketsandMarkets™
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Artificial Intelligence (AI) Market by Offering (Infrastructure, Software, Services), Technology (ML, NLP, Generative AI), Business Function (Operations & Supply Chain, Finance & Accounting), Enterprise Application, and End User - Global Forecast to 2032

 

Overview

MarketsandMarkets: The market for artificial intelligence is slated to expand from USD 371.71 billion in 2025 to USD 2,407.02 billion by 2032, at a CAGR of 30.6% during the forecast period.

The artificial intelligence (AI) market is accelerating at an unprecedented pace, propelled by its deep integration into enterprise workflows, infrastructure modernization, and a shift toward autonomous decision-making systems. Among the multiple drivers fueling this momentum, the most transformative is the rapid democratization of AI via cloud-native AI platforms and APIs. These platforms—offered by hyperscalers like Microsoft Azure OpenAI, AWS Bedrock, and Google Vertex AI—have drastically reduced barriers to entry by abstracting the complexity of model development and deployment. Enterprises no longer need in-house data science teams to build AI solutions; instead, they can plug into pre-trained foundation models and fine-tune them on proprietary data using intuitive interfaces and scalable APIs. This ease of access has triggered a wave of use case experimentation across sectors—ranging from customer support automation and fraud detection to predictive maintenance and personalized healthcare. Crucially, this driver not only accelerates time-to-value but also enables small and mid-sized enterprises (SMEs) to adopt AI at enterprise-grade levels, reshaping competitive dynamics. In essence, cloud-delivered AI platforms have become the great equalizer—transforming AI from a niche capability into a standard business utility.

Artificial intelligence refers to the capability of a machine to imitate intelligent human behavior by performing tasks such as reasoning, learning, decision-making, and perception. It encompasses a broad range of technologies—including machine learning, natural language processing, computer vision, context-aware computing, and generative AI—that enable systems to analyze data, adapt through experience, and autonomously perform functions traditionally requiring human intelligence.

Artificial Intelligence (AI) Market

Attractive Opportunities in the Artificial Intelligence (AI) Market

ASIA PACIFIC

The artificial intelligence market in Asia Pacific is growing rapidly due to strong government-led digitalization initiatives, rising enterprise AI adoption in countries like China, India, and South Korea, and a booming startup ecosystem focused on localized AI solutions. Increasing investments in AI infrastructure and smart city projects are also accelerating regional demand.

Vendors that offer domain-specific AI with seamless integration, scalable infrastructure, and responsible AI governance will excel. Those combining proprietary data with vertical expertise will gain a decisive edge in enterprise adoption.

Emerging AI solutions will include autonomous agents, multimodal AI platforms combining text, vision, and speech, and AI copilots embedded across enterprise software. These tools will drive productivity, decision support, and intelligent automation.

The shift toward domain-specific AI models is reshaping the market, as enterprises demand tailored solutions over general-purpose outputs. This trend is accelerating vertical AI adoption and opening up competitive space beyond foundation model providers.

Generative AI is the most transformative technology impacting the market, driving new applications in content creation, coding, design, and enterprise automation. Its integration into core workflows is reshaping customer experiences.

Global Artificial Intelligence (AI) Market Dynamics

Driver: Rising affinity of enterprises toward vertically contextualized AI solutions

One of the most pivotal and high-impact growth drivers of the AI market is the integration of AI into sector-specific software suites, particularly in high-complexity domains like healthcare, legal, and manufacturing. Unlike generic AI tools, these embedded AI features are fine-tuned for industry-grade data formats, compliance requirements, and workflow nuances. For instance, in healthcare, electronic medical record (EMR) platforms like Epic and Cerner now incorporate AI to surface clinical decision support, automate medical coding, and predict patient deterioration risks using real-time vitals. In legal tech, AI embedded into contract lifecycle management (CLM) platforms such as Ironclad and LinkSquares automates clause extraction, redlining, and regulatory alignment, significantly reducing review turnaround times. Meanwhile, in manufacturing, Siemens’ MindSphere and GE’s Predix leverage AI models to detect equipment anomalies, forecast maintenance windows, and optimize energy consumption. These embedded AI integrations are not standalone tools—they are part of core enterprise systems, making adoption seamless and use case-driven. As a result, enterprises are more willing to invest in AI when it is vertically contextualized, risk-mitigated, and instantly operational within their existing software ecosystems—turning AI from an experimental cost center into a productivity-anchored investment.

Restraint: Shortage of curated, domain-specific datasets

A major restraint throttling the growth of the AI market is the shortage of domain-specific annotated datasets, particularly in regulated and high-stakes industries like healthcare, finance, and legal. While large language models thrive on web-scale data, enterprise-grade AI systems demand curated, compliant, and domain-rich datasets to deliver meaningful outcomes. In healthcare, for example, training AI to detect rare diseases or interpret radiological scans requires annotated datasets governed by HIPAA and FDA standards—yet access to such data is limited due to privacy, consent, and fragmentation issues. Similarly, in finance, fraud detection models need labeled transaction-level data that’s often siloed due to internal risk policies and external compliance mandates like GDPR. Even in legal AI, the lack of labeled clause-level contract data across jurisdictions slows the training of robust models. This data bottleneck forces vendors to either build synthetic data pipelines—which may not capture real-world variance—or partner with a handful of institutions, limiting scalability. As a result, the inability to acquire, annotate, and scale high-quality datasets remains a structural bottleneck for operationalizing AI in mission-critical domains, delaying ROI and adoption across key sectors.

 

Opportunity: Emergence of multilingual large language models with cultural nuance understanding

A highly underexploited yet commercially significant opportunity in the AI market lies in AI model localization for non-English and low-resource languages, particularly across emerging markets in Asia, Africa, and Latin America. While most foundation models are trained on predominantly English internet data, enterprises in regions like India, Indonesia, Nigeria, and Brazil operate in linguistically diverse ecosystems—with customer support, legal compliance, and public service delivery requiring fluency in local dialects. This creates a compelling gap for AI vendors to fine-tune language models on vernacular data, incorporating cultural nuances, syntax variation, and code-switching behavior. Companies like AI4Bharat and Cohere for AI are already prototyping language-specific models that outperform GPT-class models on local language tasks. In sectors like fintech, local language voice bots can onboard unbanked users; in education, AI tutors in regional dialects can scale learning access; and in governance, multilingual document processing can streamline citizen services. The commercial upside is immense, as by unlocking localized AI, vendors can achieve first-mover advantage in multi-billion-dollar regional markets currently underserved by global LLM providers. This positions language localization not as a peripheral feature, but as a core strategic lever for market expansion and differentiated product-market fit in emerging economies.

Challenge: Rising computational power costs for training large-scale AI models

A growing challenge in the AI market is the escalating cost and operational complexity of training and fine-tuning large-scale models, which increasingly limits innovation to a small circle of hyperscalers and elite AI labs. Training a frontier model like GPT-4 or Gemini Ultra requires upwards of 25,000 GPUs, sustained over weeks, with compute costs exceeding USD 50 million. Even fine-tuning smaller models (like LLaMA 2 or Mistral) for domain-specific tasks isn’t trivial—it demands curated datasets, high memory infrastructure, and optimization frameworks like DeepSpeed or LoRA. For most enterprises, especially those in cost-sensitive sectors or emerging markets, this presents a structural barrier to adopting customized AI. Moreover, post-deployment retraining and inference optimization introduce further cost layers, especially as models must stay current with evolving regulatory and business contexts. This creates a dependency on foundation model APIs, which, while easy to integrate, often lack the domain specificity or control that regulated industries require. As a result, a growing number of enterprises face a trade-off between customization and affordability, slowing vertical-specific innovation and reinforcing centralization of AI capabilities in a few dominant players. This cost-performance asymmetry is increasingly emerging as a bottleneck to equitable AI adoption across the global enterprise landscape.

Global Artificial Intelligence (AI) Market Ecosystem Analysis

The artificial intelligence market ecosystem comprises AI hardware providers, AI software providers, and AI service providers. AI hardware providers form the foundational infrastructure for AI workloads by delivering the computational power, storage, and connectivity required for training and inference. AI software providers offer platforms, models, applications, and frameworks essential for developing, deploying, and managing AI systems. AI service providers facilitate the practical deployment, customization, and scaling of AI technologies across industries through core data and integrated services.

Top Companies in Artificial Intelligence (AI) Market

Note: The above diagram only shows the representation of the Artificial Intelligence (AI) Market ecosystem; it is not limited to the companies represented above.
Source: Secondary Research and MarketsandMarkets Analysis

 

By offering, AI infrastructure segment to hold largest share in 2025

AI infrastructure is slated to become the largest segment in 2025 as it forms the foundational backbone of every AI workload, from training massive foundation models to deploying inference at scale across edge and cloud environments. The surge in model complexity—from GPT-2’s 1.5 billion parameters to GPT-4’s estimated trillion+ scale—has driven exponential demand for advanced GPUs, TPUs, and custom AI accelerators, with vendors like NVIDIA, AMD, Intel, and Cerebras at the epicenter. For instance, NVIDIA’s H100 and AMD’s MI300X chips are now priced as high as USD 30,000 per unit due to their ability to parallelize AI tasks across thousands of cores with minimal latency. Memory bandwidth becomes a critical bottleneck in model training, prompting the adoption of high-bandwidth memory (HBM3) and tiered storage systems to manage massive datasets in real-time. Storage requirements are no longer measured in terabytes but in petabytes, especially in verticals like autonomous vehicles and life sciences, where data ingestion and retrieval must be instantaneous. Moreover, ultra-low latency networking fabrics like InfiniBand and Ethernet with RDMA are now essential to prevent throughput losses in multi-node training environments. As AI shifts from experimentation to production, the infrastructure stack scales accordingly—not just in raw power but in architectural sophistication—making it the most monetized and capital-intensive layer in the entire AI value chain.

By end user, healthcare & life sciences to account for highest growth rate during forecast period

Healthcare & life sciences is poised to register the highest growth rate in the AI market during the forecast period, owing to its unique convergence of data abundance, regulatory urgency, and high-value decision environments that demand precision and scalability. Unlike most industries, healthcare generates structured (EHRs, lab data) and unstructured (clinical notes, medical images) data at scale, creating fertile ground for AI-powered diagnostics, treatment optimization, and patient engagement. For instance, radiology AI platforms like Aidoc and Gleamer are FDA-approved and integrated directly into PACS workflows to flag critical findings in real-time—reducing diagnostic delays. In genomics, AI models from companies like Deep Genomics and Tempus analyze massive omics datasets to identify novel biomarkers and therapeutic targets faster than traditional methods. Meanwhile, clinical trial operations, often bottlenecked by recruitment and protocol deviations, are being optimized by AI tools from vendors like Unlearn.AI and Medable that simulate patient cohorts and predict trial outcomes. Regulatory agencies such as the FDA and EMA are accelerating AI validation pathways through adaptive approval frameworks, incentivizing faster deployment of AI in regulated care settings. Furthermore, the shift toward value-based care has created economic pressure to improve outcomes per dollar spent—making AI indispensable for population health analytics, personalized care pathways, and hospital resource optimization. These systemic enablers make healthcare not just data-rich, but AI-reliant, fueling its unmatched growth trajectory in the AI landscape.

North America to emerge as largest region by market share in 2025

North America is projected to lead the AI market in 2025, due to its deep capital concentration, hyperscaler footprint, and enterprise-grade AI adoption across high-value verticals. The US alone accounts for the majority of global AI investment, fueled by VCs, private equity, and corporate venture arms, enabling aggressive R&D, model training, and M&A activity. It is home to the world’s most influential AI hyperscalers—Microsoft (Azure OpenAI), Google (Vertex AI), and Amazon (AWS Bedrock)—which not only commercialize foundation models but also offer AI-as-a-service infrastructure that underpins global deployments. Moreover, North America leads in enterprise AI maturity, especially in regulated and high-margin sectors like finance, healthcare, defense, and manufacturing. JPMorgan, Mayo Clinic, and Lockheed Martin are embedding AI not just for automation, but for core operational transformation—ranging from fraud detection and diagnostics to autonomous defense systems. The region also benefits from a tightly integrated startup–enterprise–research ecosystem: academic institutions like MIT, Stanford, and Carnegie Mellon continuously feed talent and IP into the commercial pipeline. Meanwhile, policy frameworks like the US Executive Order on AI and NIST’s AI Risk Management Framework support scalable, responsible deployment. Unlike other regions still piloting use cases, North America has moved decisively into production-scale AI—anchoring its leadership with infrastructure depth, funding velocity, and industry adoption.

LARGEST REGION IN 2025
CANADA FASTEST GROWING MARKET IN THE REGION
Artificial Intelligence (AI) Market by region

Recent Developments of Artificial Intelligence (AI) Market

  • In April 2025, Oracle launched the Oracle Cloud Infrastructure (OCI) File Storage, a fully managed service designed for AI/ML training and inference, and high-performance computing. OCI automates deployment, scaling, and maintenance, allowing users to concentrate on applications instead of infrastructure management. OCI deploys and maintains all Lustre (a type of parallel distributed file system) server components, including metadata, management, and storage servers.
  • In April 2025, Amazon Lex V2 was updated with generative AI capabilities, including support for Bedrock Knowledge Base, Guardrails, Anthropic Claude 3 Haiku, and Sonnet models. These enhancements are integrated within the QnA built-in slot. Furthermore, Lex V2 now also supports the QinConnect built-in intent to connect bots with Amazon Connect.
  • In March 2025, OpenAI integrated an advanced image generator into GPT-4o, designed to produce both beautiful and practical images with precise text rendering and adherence to prompts. GPT-4o excels at generating accurate text within images, following detailed instructions, and leveraging its knowledge base, allowing for effective visual communication through logos, diagrams, and infographics. It supports multi-turn generation, enabling users to refine images through natural conversation while maintaining consistency.
  • In March 2025, Microsoft deepened its partnership with the Government of Kuwait to accelerate AI transformation in line with Kuwait's Vision 2035. A key aspect of this collaboration is the intent to establish an AI-powered Azure Region in Kuwait to boost local AI capabilities and drive economic growth. The partnership includes initiatives in cloud and AI transformation, cybersecurity enhancements through the Cybersphere initiative, and AI literacy programs with a Microsoft Technology Innovation Hub. The Kuwaiti government will also integrate Microsoft 365 Copilot to enhance efficiency and productivity
  • In March 2025, NVIDIA launched the NVIDIA AI Data Platform, a customizable reference design for a new class of enterprise AI infrastructure aimed at demanding AI inference workloads. Leading storage providers collaborate with NVIDIA to build customized AI data platforms using NVIDIA Blackwell GPUs, BlueField DPUs, Spectrum-X networking, and the NVIDIA Dynamo open-source inference library. The platform brings accelerated computing and AI to enterprise storage, enabling AI query agents to generate insights from data in near real time.
  • In March 2025, IBM introduced several capabilities in its Watsonx AI Assistant. Conversational search now supports more languages, including French, Spanish, German, and Brazilian Portuguese, expanding its global reach. Additionally, there's improved accuracy in understanding free-text responses, reducing errors and enhancing data gathering. These updates demonstrate a focus on leveraging advanced AI models to improve user experience and broaden language support.

Key Market Players

List of Top Artificial Intelligence (AI) Market Companies

The Artificial Intelligence (AI) Market is dominated by a few major players that have a wide regional presence. The major players in the Artificial Intelligence (AI) Market are

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Scope of the Report

Report Attribute Details
Market size available for years 2020–2032
Base year considered 2024
Forecast period 2025–2032
Forecast units USD (Million)
Segments Covered Offering, Business Function, Technology, Enterprise Application, End User, and Region
Regions covered North America, Europe, Asia Pacific, Middle East & Africa, and Latin America

Key Questions Addressed by the Report

What is artificial intelligence (AI)?
Artificial intelligence (AI) refers to algorithms and computational models that enable machines to perform cognitive functions typically associated with human intelligence. These functions include, but are not limited to, natural language processing (NLP), machine learning (ML), computer vision, and decision-making. AI systems leverage advanced techniques such as deep learning, reinforcement learning, and probabilistic reasoning to process data, recognize patterns, and make autonomous decisions or provide predictive analytics. These systems are designed to improve over time through iterative training and adaptation, often utilizing large-scale data and high-performance computing infrastructure to optimize performance and accuracy.
What is the total CAGR expected to be recorded for the artificial intelligence market during 2025–2032?
The artificial intelligence market is expected to record a CAGR of 30.6% from 2025 to 2032.
How is the generative AI market shaping the broader artificial intelligence industry?
The generative AI market is profoundly shaping the broader artificial intelligence industry by driving advancements in machine learning, natural language processing, and creative applications. Technologies like OpenAI's recent GPT-4o have demonstrated significant progress, capable of producing coherent and contextually relevant text, which has spurred innovation across various sectors. The increasing capability and application of generative AI highlight its role as a catalyst for broader AI adoption, pushing the boundaries of what machines can autonomously create and enabling new business models and efficiencies across industries.
Which are the key drivers supporting the growth of the artificial intelligence market?
The key factors driving the growth of the artificial intelligence market include the growth in adoption of autonomous artificial intelligence, the rise of deep learning and machine learning technologies, and advancements in AI-native infrastructure, enhancing scalability and performance.
Which are the top 3 verticals prevailing in the artificial intelligence market?
Software & technology providers top the AI market as they develop and embed AI into core platforms, APIs, and enterprise tools—powering adoption across industries. BFSI follows closely, using AI for fraud detection, credit scoring, and personalized financial services, where real-time data processing is critical. Healthcare & life sciences ranks third, driven by AI applications in diagnostics, drug discovery, and patient care optimization. These three sectors lead due to their massive data volumes, complex workflows, and strong economic incentives for automation and precision—making AI both a strategic asset and operational necessity.
Who are the key vendors in the artificial intelligence market?
Some major players in the AI market include Google (US), Microsoft (US), IBM (US), Oracle (US), AWS (US), Intel (US), Salesforce (US), SAP (Germany), AMD (US), Qualcomm (US), Cisco (US), Meta (US), HPE (US), Siemens (Germany), NVIDIA (US), Baidu (China), SAS Institute (US), OpenAI (US), Huawei (China), Alibaba Cloud (China), Centific (US), Fractal Analytics (US), Tiger Analytics (US), Quantiphi (US), Databricks (US), iMerit (US), Telus International (Canada), Innodata (US), Sama (US), C3 AI (US), HQE Systems (US), Appier (Taiwan), Adept (US), H20.AI (US), Spot AI (US), Anthropic (US), Cohere (Canada), Inbenta (US), Character.ai (US), DeepL (Germany), Inflection AI (US), Arrow AI (US), Observe.ai (US), Anyscale (US), AI21 Labs (Israel), Persado (US), Dialpad (US), Graphcore (UK), Shield AI (US), Gamaya (Switzerland), Arthur AI (US), ADA (Canada), Mostly AI (Austria), Metropolis Technologies (US), Cerebras (US), Jasper (US), Soundful (US), Writesonic (US), One AI (Israel), Synthesia (UK), Snorkel (US), Labelbox (US), Appen (US), and Cogito Tech (US).

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Table of Contents

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TITLE
PAGE NO
INTRODUCTION
67
RESEARCH METHODOLOGY
79
EXECUTIVE SUMMARY
94
PREMIUM INSIGHTS
101
MARKET OVERVIEW AND INDUSTRY TRENDS
104
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Growth in adoption of autonomous artificial intelligence
    - Rise of deep learning and machine learning technologies
    - Advancements in computing power and availability of large databases
    RESTRAINTS
    - Increasing concerns over IP ownership and legal risks in generative AI-generated content
    - Cost and complexity of aligning models with enterprise-specific compliance and governance policies
    - Fragmentation in AI toolchains and lack of standardized evaluation frameworks for enterprise readiness
    OPPORTUNITIES
    - Advancements in AI-native infrastructure enhancing scalability and performance
    - Expansion of edge AI capabilities for real-time data processing and decision-making
    - Advancements in generative AI to open new avenues for AI-powered content creation
    CHALLENGES
    - Lack of transparency and explainability in decision-making process of AI
    - Concerns related to bias and inaccurately generated output
    - Integration challenges and lack of understanding of state-of-the-art systems
  • 5.3 ARTIFICIAL INTELLIGENCE MARKET: EVOLUTION
  • 5.4 SUPPLY CHAIN ANALYSIS
  • 5.5 ECOSYSTEM ANALYSIS
    ARTIFICIAL INTELLIGENCE HARDWARE PROVIDERS
    ARTIFICIAL INTELLIGENCE SOFTWARE PROVIDERS
    ARTIFICIAL INTELLIGENCE SERVICE PROVIDERS
  • 5.6 IMPACT OF 2025 US TARIFF – ARTIFICIAL INTELLIGENCE (AI) MARKET
    INTRODUCTION
    KEY TARIFF RATES
    PRICE IMPACT ANALYSIS
    - Strategic Shifts and Emerging Trends
    IMPACT ON COUNTRY/REGION
    - US
    - China
    - Europe
    - Asia Pacific (excluding China)
    IMPACT ON END-USE INDUSTRIES
    - BFSI
    - Healthcare & Life Sciences
    - Manufacturing
    - Retail & E-commerce
    - Telecommunications
    - Transportation & Logistics
    - Software & Technology Providers
    - Energy & Utilities
  • 5.7 INVESTMENT LANDSCAPE AND FUNDING SCENARIO
  • 5.8 CASE STUDY ANALYSIS
    IBM AND VODAFONE: TRANSFORMING CUSTOMER ENGAGEMENT WITH AI-POWERED VIRTUAL ASSISTANT TOBI
    MICROSOFT AND MARS: ADVANCING SUPPLY CHAIN OPTIMIZATION WITH AZURE MACHINE LEARNING
    NVIDIA AND PERPLEXITY AI: BOOSTING MODEL PERFORMANCE AND COST EFFICIENCY WITH NEMO FRAMEWORK
    OPENAI AND NOTION: POWERING INTELLIGENT PRODUCTIVITY WITH EMBEDDED AI ASSISTANTS
    GOOGLE CLOUD AND GE APPLIANCES: DELIVERING PERSONALIZED COOKING EXPERIENCES WITH GENERATIVE AI
  • 5.9 TECHNOLOGY ANALYSIS
    KEY TECHNOLOGIES
    - Generative AI
    - Autonomous AI & Autonomous Agents
    - AutoML
    - Causal AI
    - MLOps
    COMPLEMENTARY TECHNOLOGIES
    - Blockchain
    - Edge Computing
    - Sensors and Robotics
    - Cybersecurity
    ADJACENT TECHNOLOGIES
    - Predictive Analytics
    - IoT
    - Big Data
    - Augmented Reality/Virtual Reality
  • 5.10 TARIFF AND REGULATORY LANDSCAPE
    TARIFF RELATED TO PROCESSORS AND CONTROLLERS (HSN: 854231)
    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    REGULATIONS: ARTIFICIAL INTELLIGENCE
    - North America
    - Europe
    - Asia Pacific
    - Middle East & Africa
    - Latin America
  • 5.11 PATENT ANALYSIS
    METHODOLOGY
    PATENTS FILED, BY DOCUMENT TYPE
    INNOVATION AND PATENT APPLICATIONS
  • 5.12 PRICING ANALYSIS
    AVERAGE SELLING PRICE OF OFFERING, BY KEY PLAYER, 2025
    AVERAGE SELLING PRICE, BY APPLICATION, 2025
  • 5.13 TRADE ANALYSIS
    EXPORT SCENARIO OF PROCESSORS AND CONTROLLERS
    IMPORT SCENARIO OF PROCESSORS AND CONTROLLERS
  • 5.14 KEY CONFERENCES AND EVENTS (2025–2026)
  • 5.15 PORTER’S FIVE FORCES ANALYSIS
    THREAT OF NEW ENTRANTS
    THREAT OF SUBSTITUTES
    BARGAINING POWER OF SUPPLIERS
    BARGAINING POWER OF BUYERS
    INTENSITY OF COMPETITIVE RIVALRY
  • 5.16 KEY STAKEHOLDERS & BUYING CRITERIA
    KEY STAKEHOLDERS IN BUYING PROCESS
    BUYING CRITERIA
  • 5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING
167
  • 6.1 INTRODUCTION
    OFFERING: MARKET DRIVERS
  • 6.2 INFRASTRUCTURE, BY TYPE
    AI MARKET GROWTH DRIVEN BY ROBUST INFRASTRUCTURE
    COMPUTE
    - Graphics Processing Unit (GPU)
    - Central Processing Unit (CPU)
    - Field-programmable Gate Array (FPGA)
    MEMORY
    - Double Data Rate (DDR)
    - High Bandwidth Memory (HBM)
    NETWORKING HARDWARE
    - NIC/Network Adapters
    - Interconnects
    STORAGE
  • 6.3 INFRASTRUCTURE, BY FUNCTION
    INFERENCE INFRASTRUCTURE IN HIGH DEMAND AS ORGANIZATIONS MOVE TOWARD REAL-WORLD IMPLEMENTATION
    TRAINING
    INFERENCE
  • 6.4 SOFTWARE
    EMPOWERING SCALABLE INTELLIGENCE WITH PURPOSE-BUILT TOOLS
    DIGITAL ASSISTANT & BOTS
    MACHINE LEARNING FRAMEWORKS
    NO-CODE/LOW-CODE ML TOOLS
    COMPUTER VISION PLATFORMS
    DATA PRE-PROCESSING TOOLS
    BUSINESS INTELLIGENCE & ANALYTICS PLATFORMS
    DEVELOPER PLATFORMS
    OTHER AI SOFTWARE
  • 6.5 SERVICES
    POWERING AI SYSTEMS THROUGH STRUCTURED AND GOVERNED DATA
    CORE DATA SERVICES
    - Data Collection & Ingestion
    - Data Processing & Transformation
    - Data Storage & Management
    - Data Security & Privacy
    - Data Governance & Quality Management
    - Data Integration & Interoperability
    - Data Annotation & Training Data Services
    INTEGRATED SERVICES
    - AI Model Development & Deployment
    - AI Model Optimization & Fine-tuning
    - AI Security & Compliance Services
    - AI Software Development Services
    - Support & Maintenance Services
ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY
212
  • 7.1 INTRODUCTION
    TECHNOLOGY: MARKET DRIVERS
  • 7.2 MACHINE LEARNING
    STRATEGIC ROLE OF MACHINE LEARNING IN ENTERPRISE AI
    SUPERVISED LEARNING
    UNSUPERVISED LEARNING
    REINFORCEMENT LEARNING
  • 7.3 NATURAL LANGUAGE PROCESSING
    UNLOCKING BUSINESS VALUE FROM UNSTRUCTURED AND MULTILINGUAL DATA
    NATURAL LANGUAGE UNDERSTANDING
    NATURAL LANGUAGE GENERATION
  • 7.4 COMPUTER VISION AI
    COMPUTER VISION AI TRANSLATES VISUAL DATA INTO REAL-TIME, ACTIONABLE INSIGHTS
    OBJECT DETECTION
    IMAGE CLASSIFICATION
    SEMANTIC SEGMENTATION
    FACIAL RECOGNITION
    OTHER COMPUTER VISION AI
  • 7.5 CONTEXT-AWARE ARTIFICIAL INTELLIGENCE
    VIRTUAL ASSISTANTS MAINTAIN CONTINUITY AND INTENT ACROSS INTERACTIONS AND PLATFORMS
    CONTEXT-AWARE RECOMMENDATION SYSTEMS
    MULTI-MODAL AI
    CONTEXT-AWARE VIRTUAL ASSISTANTS
  • 7.6 GENERATIVE AI
    DEEP LEARNING MODELS ENABLE MACHINES TO PRODUCE CONTEXTUALLY RELEVANT AND REALISTIC OUTPUTS
ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION
233
  • 8.1 INTRODUCTION
    BUSINESS FUNCTION: MARKET DRIVERS
  • 8.2 MARKETING & SALES
    PERSONALIZING MARKETING EFFORTS THROUGH CONTENT AND AUDIENCE SEGMENTATION
    SENTIMENT ANALYSIS
    PREDICTIVE FORECASTING
    CONTENT GENERATION & MARKETING
    AUDIENCE SEGMENTATION & PERSONALIZATION
    CUSTOMER EXPERIENCE MANAGEMENT
    OTHER MARKETING & SALES FUNCTIONS
  • 8.3 HUMAN RESOURCES
    ALIGNING EMPLOYEE PERFORMANCE WITH ORGANIZATIONAL GOALS USING AI
    ONBOARDING AUTOMATION
    CANDIDATE SCREENING & RECRUITMENT
    PERFORMANCE MANAGEMENT
    WORKFORCE MANAGEMENT
    EMPLOYEE FEEDBACK ANALYSIS
    OTHER HUMAN RESOURCES FUNCTIONS
  • 8.4 FINANCE & ACCOUNTING
    ENHANCING FORECASTING AND FINANCIAL PLANNING WITH AI
    FINANCIAL PLANNING & FORECASTING
    AUTOMATED BOOKKEEPING & RECONCILIATION
    PROCUREMENT & SUPPLY CHAIN FINANCE
    REVENUE CYCLE MANAGEMENT
    FINANCIAL COMPLIANCE & REGULATORY REPORTING
    OTHER FINANCE & ACCOUNTING FUNCTIONS
  • 8.5 OPERATIONS & SUPPLY CHAIN
    ACCURATE DEMAND FORECASTING WITH AI FOR SMARTER PLANNING
    AIOPS
    IT SERVICE MANAGEMENT
    DEMAND PLANNING & FORECASTING
    PROCUREMENT & SOURCING
    WAREHOUSE & INVENTORY MANAGEMENT
    PRODUCTION PLANNING & SCHEDULING
    OTHER OPERATIONS & SUPPLY CHAIN FUNCTIONS
  • 8.6 OTHER BUSINESS FUNCTIONS
ARTIFICIAL INTELLIGENCE MARKET, BY ENTERPRISE APPLICATION
266
  • 9.1 INTRODUCTION
    ENTERPRISE APPLICATION: MARKET DRIVERS
  • 9.2 BFSI
    ADOPTION OF AI IN BFSI DRIVEN BY RISING DATA VOLUMES, REGULATORY COMPLEXITY, AND EVOLVING CUSTOMER EXPECTATIONS
    FRAUD DETECTION AND PREVENTION
    RISK ASSESSMENT AND MANAGEMENT
    ALGORITHMIC TRADING
    CREDIT SCORING AND UNDERWRITING
    CUSTOMER SERVICE AUTOMATION
    PERSONALIZED FINANCIAL RECOMMENDATIONS
    INVESTMENT PORTFOLIO MANAGEMENT
    REGULATORY COMPLIANCE MONITORING
    OTHER BFSI APPLICATIONS
  • 9.3 RETAIL & E-COMMERCE
    PRICE OPTIMIZATION AND SUPPLY CHAIN MANAGEMENT-LIKE FUNCTIONS BEING REVOLUTIONIZED THROUGH PREDICTIVE ALGORITHMS AND REAL-TIME ANALYTICS
    PERSONALIZED PRODUCT RECOMMENDATION
    CUSTOMER RELATIONSHIP MANAGEMENT
    VISUAL SEARCH
    VIRTUAL CUSTOMER ASSISTANT
    PRICE OPTIMIZATION
    SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING
    VIRTUAL STORES
    OTHER RETAIL & E-COMMERCE APPLICATIONS
  • 9.4 TRANSPORTATION & LOGISTICS
    SUPPLY CHAIN VISIBILITY AND TRACKING ENHANCED THROUGH AI-DRIVEN REAL-TIME MONITORING AND PREDICTIVE ANALYTICS
    ROUTE OPTIMIZATION
    DRIVER ASSISTANCE SYSTEM
    SEMI-AUTONOMOUS & AUTONOMOUS VEHICLES
    INTELLIGENT TRAFFIC MANAGEMENT
    SMART LOGISTICS AND WAREHOUSING
    SUPPLY CHAIN VISIBILITY AND TRACKING
    FLEET MANAGEMENT
    OTHER TRANSPORTATION AND LOGISTICS APPLICATIONS
  • 9.5 GOVERNMENT & DEFENSE
    AI STRENGTHENS COMMAND AND CONTROL SYSTEMS BY INTEGRATING DATA FOR UNIFIED OPERATIONAL VIEWS AND STRATEGIC DECISIONS
    SURVEILLANCE AND SITUATIONAL AWARENESS
    LAW ENFORCEMENT
    INTELLIGENCE ANALYSIS AND DATA PROCESSING
    SIMULATION AND TRAINING
    COMMAND AND CONTROL
    DISASTER RESPONSE AND RECOVERY ASSISTANCE
    E-GOVERNANCE AND DIGITAL CITY SERVICES
    OTHER GOVERNMENT & DEFENSE APPLICATIONS
  • 9.6 HEALTHCARE & LIFE SCIENCES
    AI EXTENDS ITS IMPACT INTO DRUG DISCOVERY, VIRTUAL CARE, AND MEDICAL RESEARCH
    PATIENT DATA AND RISK ANALYSIS
    LIFESTYLE MANAGEMENT AND MONITORING
    PRECISION MEDICINE
    INPATIENT CARE AND HOSPITAL MANAGEMENT
    MEDICAL IMAGING AND DIAGNOSTICS
    DRUG DISCOVERY
    AI-ASSISTED MEDICAL SERVICES
    MEDICAL RESEARCH
    OTHER HEALTHCARE & LIFE SCIENCES APPLICATIONS
  • 9.7 TELECOMMUNICATIONS
    TELECOM OPERATORS TURNING TO AI TO ENHANCE AGILITY, REDUCE OPERATIONAL COSTS, AND DELIVER SUPERIOR USER EXPERIENCES
    NETWORK OPTIMIZATION
    NETWORK SECURITY
    CUSTOMER SERVICE AND SUPPORT
    NETWORK ANALYTICS
    INTELLIGENT CALL ROUTING
    NETWORK FAULT PREDICTION
    VIRTUAL NETWORK ASSISTANTS
    VOICE AND SPEECH RECOGNITION
    OTHER TELECOMMUNICATIONS APPLICATIONS
  • 9.8 ENERGY & UTILITIES
    ADVANCED MACHINE LEARNING ALGORITHMS AND EDGE AI PLATFORMS ENABLING REAL-TIME OPTIMIZATION AND PREDICTIVE MAINTENANCE
    ENERGY DEMAND FORECASTING
    GRID OPTIMIZATION AND MANAGEMENT
    ENERGY CONSUMPTION ANALYTICS
    SMART METERING AND ENERGY DATA MANAGEMENT
    ENERGY STORAGE OPTIMIZATION
    REAL-TIME ENERGY MONITORING AND CONTROL
    POWER QUALITY MONITORING AND MANAGEMENT
    ENERGY TRADING AND MARKET FORECASTING
    INTELLIGENT ENERGY MANAGEMENT SYSTEMS
    OTHER ENERGY & UTILITIES APPLICATIONS
  • 9.9 MANUFACTURING
    AI SUPPORTS SUSTAINABLE MANUFACTURING THROUGH RECYCLABLE MATERIAL RECLAMATION
    MATERIAL MOVEMENT MANAGEMENT
    PREDICTIVE MAINTENANCE AND MACHINERY INSPECTION
    PRODUCTION PLANNING
    RECYCLABLE MATERIAL RECLAMATION
    PRODUCTION LINE OPTIMIZATION
    QUALITY CONTROL
    INTELLIGENT INVENTORY MANAGEMENT
    OTHER MANUFACTURING APPLICATIONS
  • 9.10 AGRICULTURE
    AI’S GROWING INFLUENCE IN AGRICULTURE NECESSARY STEP TOWARD FUTURE-READY FARMING SYSTEMS
    CROP MONITORING AND YIELD PREDICTION
    PRECISION FARMING
    SOIL ANALYSIS AND NUTRIENT MANAGEMENT
    PEST AND DISEASE DETECTION
    IRRIGATION OPTIMIZATION AND WATER MANAGEMENT
    AUTOMATED HARVESTING AND SORTING
    WEED DETECTION AND MANAGEMENT
    WEATHER AND CLIMATE MONITORING
    - LIVESTOCK MONITORING AND HEALTH MANAGEMENT
    - OTHER AGRICULTURE APPLICATIONS
  • 9.11 SOFTWARE & TECHNOLOGY PROVIDERS
    FROM INTELLIGENT AUTOMATION TO ROBUST SECURITY, AI IS REDEFINING SOFTWARE CAPABILITIES
    CODE GENERATION & AUTO-COMPLETION
    BUG DETECTION & FIXING
    AUTOMATED SOFTWARE TESTING & QA
    AI-POWERED CYBERSECURITY & THREAT DETECTION
    AUTOMATED DEVOPS & CI/CD OPTIMIZATION
    OTHER SOFTWARE & TECHNOLOGY PROVIDERS APPLICATIONS
  • 9.12 MEDIA AND ENTERTAINMENT
    FROM PERSONALIZED CONTENT TO COPYRIGHT PROTECTION, AI TO RESHAPE DIGITAL MEDIA STRATEGIES
    CONTENT RECOMMENDATION SYSTEMS
    CONTENT CREATION AND GENERATION
    CONTENT COPYRIGHT PROTECTION
    AUDIENCE ANALYTICS AND SEGMENTATION
    PERSONALIZED ADVERTISING
    OTHER MEDIA AND ENTERTAINMENT APPLICATIONS
  • 9.13 OTHER ENTERPRISE APPLICATIONS
ARTIFICIAL INTELLIGENCE MARKET, BY END USER
321
  • 10.1 INTRODUCTION
    END USER: MARKET DRIVERS
  • 10.2 CONSUMERS
    AI INTEGRATION INTO SMART ASSISTANTS, AND CREATIVE CONTENT GENERATION TOOLS DRIVING RAPID CONSUMER ADOPTION
  • 10.3 ENTERPRISES
    BFSI
    - Increased use of AI for fraud detection, personalized financial services, and real-time risk management in BFSI
    - Banking
    - Financial Services
    - Insurance
    RETAIL & E-COMMERCE
    - AI-powered recommendation engines, personalized marketing, and dynamic pricing are transforming consumer experiences
    - Consumer Goods Retail
    - Industrial Goods Retail
    TRANSPORTATION & LOGISTICS
    - AI is optimizing route planning and supply chain visibility, enabling cost-effective and responsive transportation systems
    - Rail
    - Road
    - Marine
    - Air
    GOVERNMENT & DEFENSE
    - AI is enabling smarter public services, enhanced security, and improved decision-making in government operations
    - Federal Government
    - State & Local Governments
    - Military & Defense
    - Public Service Agencies
    HEALTHCARE & LIFE SCIENCES
    - AI transforming clinical and operational aspects of healthcare through rapid drug discovery and improving diagnostic accuracy
    - Healthcare Providers
    - Pharmaceuticals & Biotech Sector
    - MedTech
    TELECOMMUNICATIONS
    - Telecom providers are leveraging AI to optimize their infrastructure and services via autonomous network management
    - Network Operators
    - Telecom Equipment Providers
    - Communication Service Providers (CSPs)
    - Data & Cloud Connectivity Providers
    ENERGY & UTILITIES
    - AI-driven energy optimization, predictive maintenance, and grid management are supporting the transition to renewable energy
    - Oil & Gas
    - Power Generation
    - Utilities
    MANUFACTURING
    - Predictive maintenance, smart factories, and automation of production lines through AI are enhancing productivity and reducing downtime
    - Discrete Manufacturing
    - Process Manufacturing
    SOFTWARE & TECHNOLOGY PROVIDERS
    - AI-driven infrastructure and generative AI tools are empowering software & tech players to integrate AI into products and services
    - Cloud Hyperscalers
    - Foundation Model/LLM Providers
    - AI Technology Providers
    - IT & IT-enabled Service Providers (ITeS)
    MEDIA AND ENTERTAINMENT
    - Generative AI tools for content creation and real-time personalization are accelerating innovation and cost reduction in media industries
    - Publishing & Journalism
    - Television, Film & OTT
    - Music & Audio
    - Gaming & Interactive Media
    - Advertising & Marketing Agencies
    - Other Media & Entertainment Enterprises
    OTHER ENTERPRISES
    - AI applications like personalized learning, audience engagement, and operational optimization are driving efficiencies
ARTIFICIAL INTELLIGENCE MARKET, BY REGION
349
  • 11.1 INTRODUCTION
  • 11.2 NORTH AMERICA
    NORTH AMERICA: MARKET DRIVERS
    NORTH AMERICA: MACROECONOMIC OUTLOOK
    US
    - Growth initiatives by US government and businesses to drive market growth
    CANADA
    - Rise in funding for building transformational public computing infrastructure
  • 11.3 EUROPE
    EUROPE: MARKET DRIVERS
    EUROPE: MACROECONOMIC OUTLOOK
    UK
    - Continuous investments and initiatives by UK government to bolster growth of AI market
    GERMANY
    - Germany recognizing AI as most important future technology
    FRANCE
    - Active promotions of AI initiatives and investments in research and development to push French market forward
    ITALY
    - Adoption of sophisticated technologies with thriving startup ecosystem in Italy to drive market growth
    SPAIN
    - Initiatives by Spanish government to promote widespread adoption of artificial intelligence
    NORDICS
    BENELUX
    RUSSIA
    REST OF EUROPE
  • 11.4 ASIA PACIFIC
    ASIA PACIFIC: MARKET DRIVERS
    ASIA PACIFIC: MACROECONOMIC OUTLOOK
    CHINA
    - Government initiatives and regulations in favor of AI development in China to drive market growth
    INDIA
    - Exploring generative AI for innovation and industry transformation in India to drive market growth
    JAPAN
    - Japan’s diverse ecosystem of startups and established tech giants to drive innovation
    SOUTH KOREA
    - Government investments in artificial intelligence infrastructure to enhance citizen services in South Korea
    AUSTRALIA & NEW ZEALAND
    - Business experiments with gen AI applications to analyze vast amounts of data and extract insights
    ASEAN
    REST OF ASIA PACIFIC
  • 11.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: MARKET DRIVERS
    MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
    SAUDI ARABIA
    - Greater emphasis on artificial intelligence development across key industry verticals in Saudi Arabia to drive market growth
    UAE
    - Implementing proactive strategies and establishing regulatory frameworks for AI adoption to drive market growth
    SOUTH AFRICA
    - Collaborations and investments to boost startup ecosystem growth
    TURKEY
    - Turkish government fostering innovation and international collaborations to drive economic growth
    QATAR
    - Robust and resilient physical and digital infrastructure to be key enabler for Qatar’s economic development
    EGYPT
    - Government’s strategic focus on digital transformation and innovation to drive market in Egypt
    KUWAIT
    - Rising number of investments in AI technologies and government initiatives to push market in Kuwait
    REST OF MIDDLE EAST & AFRICA
  • 11.6 LATIN AMERICA
    LATIN AMERICA: MARKET DRIVERS
    LATIN AMERICA: MACROECONOMIC OUTLOOK
    BRAZIL
    - Strong governmental support and growing interest from private enterprises to boost AI market in Brazil
    MEXICO
    - Mexico to become digitally advanced country due to adoption of AI
    ARGENTINA
    - Adoption of artificial intelligence to enhance processes and improve decision-making of businesses in Argentina
    CHILE
    - Rise in adoption of artificial intelligence to promote research and innovation centered around human well-being to drive market growth
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
522
  • 12.1 OVERVIEW
  • 12.2 KEY PLAYER STRATEGIES, 2020–2024
  • 12.3 REVENUE ANALYSIS, 2020–2024
  • 12.4 MARKET SHARE ANALYSIS, 2024
    MARKET RANKING ANALYSIS, 2024
  • 12.5 PRODUCT COMPARATIVE ANALYSIS
    PRODUCT COMPARATIVE ANALYSIS, BY MACHINE LEARNING
    - Vertex AI
    - Amazon Forecast
    - NVIDIA Jarvis
    - SAS Viya
    - Microsoft Azure AI Personalizer
    PRODUCT COMPARATIVE ANALYSIS, BY NATURAL LANGUAGE PROCESSING
    - Gensim
    - MindMeld
    - Google Cloud Natural Language
    - MonkeyLearn
    - Amazon Comprehend
    PRODUCT COMPARATIVE ANALYSIS, BY COMPUTER VISION
    - OpenCV
    - Viso Suite
    - TensorFlow
    - MATLAB
    - Keras
  • 12.6 COMPANY VALUATION AND FINANCIAL METRICS
  • 12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS (AI INFRASTRUCTURE), 2024
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS (AI INFRASTRUCTURE), 2024
    - Company Footprint
    - Offering Footprint
    - Technology Footprint
    - Enterprise Application Footprint
    - Region Footprint
  • 12.8 COMPANY EVALUATION MATRIX: KEY PLAYERS (AI SOFTWARE), 2024
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS (AI SOFTWARE), 2024
    - Company Footprint
    - Offering Footprint
    - Technology Footprint
    - Enterprise Application Footprint
    - Region Footprint
  • 12.9 COMPANY EVALUATION MATRIX: KEY PLAYERS (AI SERVICES), 2024
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS (AI SERVICES), 2024
    - Company Footprint
    - Offering Footprint
    - Technology Footprint
    - Enterprise Application Footprint
    - Region Footprint
  • 12.10 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024
    STARTUPS/SMES – AI SOFTWARE PLAYERS
    - Progressive Companies
    - Responsive Companies
    - Dynamic Companies
    - Starting Blocks
    STARTUPS/SMES – AI SERVICES PROVIDERS
    - Progressive Companies
    - Responsive Companies
    - Dynamic Companies
    - Starting Blocks
    COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
    - Detailed List of Key Startups/SMEs
    - Competitive Benchmarking of Key Startups/SMEs
  • 12.11 COMPETITIVE SCENARIO AND TRENDS
    PRODUCT LAUNCHES AND ENHANCEMENTS
    DEALS
COMPANY PROFILES
633
  • 13.1 INTRODUCTION
  • 13.2 MAJOR PLAYERS
    NVIDIA
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    MICROSOFT
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    AWS
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    GOOGLE
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    IBM
    - Business overview
    - Products offered
    - Recent developments
    - MnM view
    AMD
    - Business overview
    - Products offered
    - Recent developments
    ORACLE
    - Business overview
    - Products offered
    - Recent developments
    INTEL
    - Business overview
    - Products offered
    - Recent developments
    OPENAI
    - Business overview
    - Solutions offered
    - Recent developments
    BAIDU
    - Business overview
    - Products offered
    - Recent developments
    QUALCOMM
    - Business overview
    - Products offered
    - Recent developments
    HPE
    - Business overview
    - Products offered
    - Recent developments
    ALIBABA CLOUD
    - Business overview
    - Products offered
    - Recent developments
    HUAWEI
    - Business overview
    - Products offered
    - Recent developments
    SALESFORCE
    - Business overview
    - Products offered
    - Recent developments
    META
    - Business overview
    - Products offered
    - Recent developments
    SAP
    - Business overview
    - Products offered
    - Recent developments
    CISCO
    - Business overview
    - Products offered
    - Recent developments
    SAS INSTITUTE
    - Business overview
    - Products offered
    - Recent developments
    SIEMENS
    - Business overview
    - Products offered
    - Recent developments
    DATABRICKS
    IMERIT
    CENTIFIC
    - Business overview
    - Solutions offered
    - Recent developments
    QUANTIPHI
    TIGER ANALYTICS
    TELUS INTERNATIONAL
    - Business overview
    - Products offered
    INNODATA
    - Business overview
    - Products offered
    - Recent developments
    FRACTAL ANALYTICS
    SAMA
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
  • 13.3 STARTUP/SME PROFILES
    ANTHROPIC
    SCALE AI
    C3 AI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    DIALPAD
    CEREBRAS
    SHIELD AI
    APPIER
    - Business overview
    - Products offered
    - Recent developments
    ADA
    DEEPL
    JASPER
    METROPOLIS TECHNOLOGIES
    ADEPT
    H2O.AI
    AI21 LABS
    SYNTHESIA
    COHERE
    PERSADO
    ANYSCALE
    APPEN
    SNORKEL
    COGITO TECH
    - Business overview
    - Products offered
    INBENTA
    OBSERVE AI
    CHARACTER.AI
    SPOT AI
    ARTHUR AI
    WRITESONIC
    INFLECTION AI
    MOSTLY AI
    LABELBOX
    GAMAYA
    GRAPHCORE
    HQE SYSTEMS, INC.
    - Business overview
    - Products offered
    ONE AI
    SOUNDFUL
    ARROW AI
ADJACENT AND RELATED MARKETS
826
  • 14.1 INTRODUCTION
  • 14.2 CONVERSATIONAL AI MARKET – GLOBAL FORECAST TO 2030
    MARKET DEFINITION
    MARKET OVERVIEW
    - Conversational AI market, by offering
    - Conversational AI market, by service
    - Conversational AI market, by business function
    - Conversational AI market, by conversational agent type
    - Conversational AI market, by integration mode
    - Conversational AI market, by vertical
    - Conversational AI market, by region
  • 14.3 GENERATIVE AI MARKET – GLOBAL FORECAST TO 2030
    MARKET DEFINITION
    MARKET OVERVIEW
    - Generative AI market, by offering
    - Generative AI market, by data modality
    - Generative AI market, by application
    - Generative AI market, by end user
    - Generative AI market, by region
APPENDIX
840
  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS
LIST OF TABLES
 
  • TABLE 1 ARTIFICIAL INTELLIGENCE MARKET SEGMENTATION
  • TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2020–2024
  • TABLE 3 PRIMARY INTERVIEWS
  • TABLE 4 FACTOR ANALYSIS
  • TABLE 5 GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2020–2024 (USD BILLION, Y-O-Y %)
  • TABLE 6 GLOBAL ARTIFICIAL INTELLIGENCE MARKET SIZE AND GROWTH RATE, 2025–2032 (USD BILLION, Y-O-Y %)
  • TABLE 7 ARTIFICIAL INTELLIGENCE (AI) MARKET: ECOSYSTEM
  • TABLE 8 US ADJUSTED RECIPROCAL TARIFF RATES
  • TABLE 9 TARIFF RELATED TO AI PROCESSORS AND CONTROLLERS (HSN: 854231), 2024
  • TABLE 10 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 11 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 12 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 13 MIDDLE EAST & AFRICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 LATIN AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 PATENTS FILED, 2016–2025
  • TABLE 16 LIST OF FEW PATENTS IN ARTIFICIAL INTELLIGENCE MARKET, 2024–2025
  • TABLE 17 AVERAGE SELLING PRICE OF OFFERING, BY KEY PLAYER, 2025
  • TABLE 18 AVERAGE SELLING PRICE, BY APPLICATION, 2025
  • TABLE 19 ARTIFICIAL INTELLIGENCE (AI) MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2025–2026
  • TABLE 20 PORTERS’ FIVE FORCES’ IMPACT ON ARTIFICIAL INTELLIGENCE (AI) MARKET
  • TABLE 21 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • TABLE 22 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • TABLE 23 ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 24 MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 25 ARTIFICIAL INTELLIGENCE MARKET, BY INFRASTRUCTURE TYPE, 2020–2024 (USD BILLION)
  • TABLE 26 MARKET, BY INFRASTRUCTURE TYPE, 2025–2032 (USD BILLION)
  • TABLE 27 MARKET, BY COMPUTE, 2020–2024 (USD BILLION)
  • TABLE 28 ARTIFICIAL INTELLIGENCE MARKET, BY COMPUTE, 2025–2032 (USD BILLION)
  • TABLE 29 GPU: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 30 GPU: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 31 CPU: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 32 CPU: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 33 FPGA: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 34 FPGA: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 35 MARKET, BY MEMORY, 2020–2024 (USD BILLION)
  • TABLE 36 ARTIFICIAL INTELLIGENCE MARKET, BY MEMORY, 2025–2032 (USD BILLION)
  • TABLE 37 DDR: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 38 DDR: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 39 HBM: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 40 HBM: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 41 ARTIFICIAL INTELLIGENCE MARKET, BY NETWORKING HARDWARE, 2020–2024 (USD BILLION)
  • TABLE 42 MARKET, BY NETWORKING HARDWARE, 2025–2032 (USD BILLION)
  • TABLE 43 MARKET, BY NIC/NETWORK ADAPTER, 2020–2024 (USD BILLION)
  • TABLE 44 ARTIFICIAL INTELLIGENCE MARKET, BY NIC/NETWORK ADAPTER, 2025–2032 (USD BILLION)
  • TABLE 45 ETHERNET: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 46 ETHERNET: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 47 INFINIBAND: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 48 INFINIBAND: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 49 INTERCONNECTS: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 50 INTERCONNECTS: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 51 STORAGE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 52 STORAGE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 53 ARTIFICIAL INTELLIGENCE MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 54 MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 55 TRAINING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 56 TRAINING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 57 INFERENCE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 58 INFERENCE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 59 ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 60 MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 61 DIGITAL ASSISTANT & BOTS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 62 DIGITAL ASSISTANT & BOTS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 63 MACHINE LEARNING FRAMEWORKS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 64 MACHINE LEARNING FRAMEWORKS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 65 NO-CODE/LOW-CODE ML TOOLS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 66 NO-CODE/LOW-CODE ML TOOLS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 67 COMPUTER VISION PLATFORMS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 68 COMPUTER VISION PLATFORMS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 69 DATA PRE-PROCESSING TOOLS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 70 DATA PRE-PROCESSING TOOLS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 71 BUSINESS INTELLIGENCE & ANALYTICS PLATFORMS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 72 BUSINESS INTELLIGENCE & ANALYTICS PLATFORMS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 73 DEVELOPER PLATFORMS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 74 DEVELOPER PLATFORMS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 75 OTHER AI SOFTWARE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 76 OTHER AI SOFTWARE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 77 ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 78 MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 79 ARTIFICIAL INTELLIGENCE MARKET, BY CORE DATA SERVICE, 2020–2024 (USD BILLION)
  • TABLE 80 MARKET, BY CORE DATA SERVICE, 2025–2032 (USD BILLION)
  • TABLE 81 DATA COLLECTION & INGESTION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 82 DATA COLLECTION & INGESTION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 83 DATA PROCESSING & TRANSFORMATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 84 DATA PROCESSING & TRANSFORMATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 85 DATA STORAGE & MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 86 DATA STORAGE & MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 87 DATA SECURITY & PRIVACY: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 88 DATA SECURITY & PRIVACY: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 89 DATA GOVERNANCE & QUALITY MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 90 DATA GOVERNANCE & QUALITY MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 91 DATA INTEGRATION & INTEROPERABILITY: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 92 DATA INTEGRATION & INTEROPERABILITY: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 93 ARTIFICIAL INTELLIGENCE MARKET, BY DATA ANNOTATION & TRAINING DATA SERVICE, 2020–2024 (USD BILLION)
  • TABLE 94 MARKET, BY DATA ANNOTATION & TRAINING DATA SERVICE, 2025–2032 (USD BILLION)
  • TABLE 95 HUMAN-IN-THE-LOOP ANNOTATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 96 HUMAN-IN-THE-LOOP ANNOTATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 97 AUTOMATED LABELING & AUGMENTATION: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 98 AUTOMATED LABELING & AUGMENTATION: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 99 ARTIFICIAL INTELLIGENCE MARKET, BY INTEGRATED SERVICE, 2020–2024 (USD BILLION)
  • TABLE 100 MARKET, BY INTEGRATED SERVICE, 2025–2032 (USD BILLION)
  • TABLE 101 AI MODEL DEVELOPMENT & DEPLOYMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 102 AI MODEL DEVELOPMENT & DEPLOYMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 103 AI MODEL OPTIMIZATION & FINE-TUNING: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 104 AI MODEL OPTIMIZATION & FINE-TUNING: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 105 AI SECURITY & COMPLIANCE SERVICES: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 106 AI SECURITY & COMPLIANCE SERVICES: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 107 AI SOFTWARE DEVELOPMENT SERVICES: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 108 AI SOFTWARE DEVELOPMENT SERVICES: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 109 SUPPORT & MAINTENANCE SERVICES: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 110 SUPPORT & MAINTENANCE SERVICES: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 111 ARTIFICIAL INTELLIGENCE MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 112 MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 113 MARKET, BY MACHINE LEARNING, 2020–2024 (USD BILLION)
  • TABLE 114 ARTIFICIAL INTELLIGENCE MARKET, BY MACHINE LEARNING, 2025–2032 (USD BILLION)
  • TABLE 115 SUPERVISED LEARNING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 116 SUPERVISED LEARNING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 117 UNSUPERVISED LEARNING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 118 UNSUPERVISED LEARNING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 119 REINFORCEMENT LEARNING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 120 REINFORCEMENT LEARNING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 121 ARTIFICIAL INTELLIGENCE MARKET, BY NATURAL LANGUAGE PROCESSING, 2020–2024 (USD BILLION)
  • TABLE 122 MARKET, BY NATURAL LANGUAGE PROCESSING, 2025–2032 (USD BILLION)
  • TABLE 123 NATURAL LANGUAGE UNDERSTANDING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 124 NATURAL LANGUAGE UNDERSTANDING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 125 NATURAL LANGUAGE GENERATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 126 NATURAL LANGUAGE GENERATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 127 ARTIFICIAL INTELLIGENCE MARKET, BY COMPUTER VISION AI, 2020–2024 (USD BILLION)
  • TABLE 128 MARKET, BY COMPUTER VISION AI, 2025–2032 (USD BILLION)
  • TABLE 129 OBJECT DETECTION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 130 OBJECT DETECTION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 131 IMAGE CLASSIFICATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 132 IMAGE CLASSIFICATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 133 SEMANTIC SEGMENTATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 134 SEMANTIC SEGMENTATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 135 FACIAL RECOGNITION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 136 FACIAL RECOGNITION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 137 OTHER COMPUTER VISION AI: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 138 OTHER COMPUTER VISION AI: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 139 ARTIFICIAL INTELLIGENCE MARKET, BY CONTEXT-AWARE AI, 2020–2024 (USD BILLION)
  • TABLE 140 MARKET, BY CONTEXT-AWARE AI, 2025–2032 (USD BILLION)
  • TABLE 141 CONTEXT-AWARE RECOMMENDATION SYSTEMS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 142 CONTEXT-AWARE RECOMMENDATION SYSTEMS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 143 MULTI-MODAL AI: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 144 MULTI-MODAL AI: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 145 CONTEXT-AWARE VIRTUAL ASSISTANTS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 146 CONTEXT-AWARE VIRTUAL ASSISTANTS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 147 MARKET, BY GENERATIVE AI, 2020–2024 (USD BILLION)
  • TABLE 148 ARTIFICIAL INTELLIGENCE MARKET, BY GENERATIVE AI, 2025–2032 (USD BILLION)
  • TABLE 149 MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 150 ARTIFICIAL INTELLIGENCE MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 151 MARKET, BY MARKETING & SALES, 2020–2024 (USD BILLION)
  • TABLE 152 ARTIFICIAL INTELLIGENCE MARKET, BY MARKETING & SALES, 2025–2032 (USD BILLION)
  • TABLE 153 SENTIMENT ANALYSIS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 154 SENTIMENT ANALYSIS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 155 PREDICTIVE FORECASTING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 156 PREDICTIVE FORECASTING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 157 CONTENT GENERATION & MARKETING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 158 CONTENT GENERATION & MARKETING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 159 AUDIENCE SEGMENTATION & PERSONALIZATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 160 AUDIENCE SEGMENTATION & PERSONALIZATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 161 CUSTOMER EXPERIENCE MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 162 CUSTOMER EXPERIENCE MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 163 OTHER MARKETING & SALES FUNCTIONS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 164 OTHER MARKETING & SALES FUNCTIONS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 165 ARTIFICIAL INTELLIGENCE MARKET, BY HUMAN RESOURCES, 2020–2024 (USD BILLION)
  • TABLE 166 MARKET, BY HUMAN RESOURCES, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 167 ONBOARDING AUTOMATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 168 ONBOARDING AUTOMATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 169 CANDIDATE SCREENING & RECRUITMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 170 CANDIDATE SCREENING & RECRUITMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 171 PERFORMANCE MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 172 PERFORMANCE MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 173 WORKFORCE MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 174 WORKFORCE MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 175 EMPLOYEE FEEDBACK ANALYSIS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 176 EMPLOYEE FEEDBACK ANALYSIS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 177 OTHER HUMAN RESOURCES FUNCTIONS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 178 OTHER HUMAN RESOURCES FUNCTIONS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 179 ARTIFICIAL INTELLIGENCE MARKET, BY FINANCE & ACCOUNTING, 2020–2024 (USD BILLION)
  • TABLE 180 MARKET, BY FINANCE & ACCOUNTING, 2025–2032 (USD BILLION)
  • TABLE 181 FINANCIAL PLANNING & FORECASTING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 182 FINANCIAL PLANNING & FORECASTING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 183 AUTOMATED BOOKKEEPING & RECONCILIATION: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 184 AUTOMATED BOOKKEEPING & RECONCILIATION: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 185 PROCUREMENT & SUPPLY CHAIN FINANCE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 186 PROCUREMENT & SUPPLY CHAIN FINANCE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 187 REVENUE CYCLE MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 188 REVENUE CYCLE MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 189 FINANCIAL COMPLIANCE & REGULATORY REPORTING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 190 FINANCIAL COMPLIANCE & REGULATORY REPORTING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 191 OTHER FINANCE & ACCOUNTING FUNCTIONS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 192 OTHER FINANCE & ACCOUNTING FUNCTIONS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 193 ARTIFICIAL INTELLIGENCE MARKET, BY OPERATIONS & SUPPLY CHAIN, 2020–2024 (USD BILLION)
  • TABLE 194 MARKET, BY OPERATIONS & SUPPLY CHAIN, 2025–2032 (USD BILLION)
  • TABLE 195 AIOPS: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 196 AIOPS: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 197 IT SERVICE MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 198 IT SERVICE MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 199 DEMAND PLANNING & FORECASTING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 200 DEMAND PLANNING & FORECASTING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 201 PROCUREMENT & SOURCING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 202 PROCUREMENT & SOURCING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 203 WAREHOUSE & INVENTORY MANAGEMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 204 WAREHOUSE & INVENTORY MANAGEMENT: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 205 PRODUCTION PLANNING & SCHEDULING: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 206 PRODUCTION PLANNING & SCHEDULING: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 207 OTHER OPERATIONS & SUPPLY CHAIN FUNCTIONS: MARKET, BY REGION, 2020–2024 (USD MILLION)
  • TABLE 208 OTHER OPERATIONS & SUPPLY CHAIN FUNCTIONS: MARKET, BY REGION, 2025–2032 (USD MILLION)
  • TABLE 209 OTHER BUSINESS FUNCTIONS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 210 OTHER BUSINESS FUNCTIONS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 211 ARTIFICIAL INTELLIGENCE MARKET, BY ENTERPRISE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 212 MARKET, BY ENTERPRISE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 213 ENTERPRISE APPLICATION: MARKET, BY BFSI, 2020–2024 (USD BILLION)
  • TABLE 214 ENTERPRISE APPLICATION: MARKET, BY BFSI, 2025–2032 (USD BILLION)
  • TABLE 215 ENTERPRISE APPLICATIONS IN BFSI: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 216 ENTERPRISE APPLICATIONS IN BFSI: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 217 ENTERPRISE APPLICATION: MARKET, BY RETAIL & E-COMMERCE, 2020–2024 (USD BILLION)
  • TABLE 218 ENTERPRISE APPLICATION: MARKET, BY RETAIL & E-COMMERCE, 2025–2032 (USD BILLION)
  • TABLE 219 ENTERPRISE APPLICATIONS IN RETAIL & E-COMMERCE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 220 ENTERPRISE APPLICATIONS IN RETAIL & E-COMMERCE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 221 ENTERPRISE APPLICATION: MARKET, BY TRANSPORTATION & LOGISTICS, 2020–2024 (USD BILLION)
  • TABLE 222 ENTERPRISE APPLICATION: MARKET, BY TRANSPORTATION & LOGISTICS, 2025–2032 (USD BILLION)
  • TABLE 223 ENTERPRISE APPLICATIONS IN TRANSPORTATION & LOGISTICS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 224 ENTERPRISE APPLICATIONS IN TRANSPORTATION & LOGISTICS: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 225 ENTERPRISE APPLICATION: MARKET, BY GOVERNMENT & DEFENSE, 2020–2024 (USD BILLION)
  • TABLE 226 ENTERPRISE APPLICATION: MARKET, BY GOVERNMENT & DEFENSE, 2025–2032 (USD BILLION)
  • TABLE 227 ENTERPRISE APPLICATIONS IN GOVERNMENT & DEFENSE: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 228 ENTERPRISE APPLICATIONS IN GOVERNMENT & DEFENSE: MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 229 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY HEALTHCARE & LIFE SCIENCES, 2020–2024 (USD BILLION)
  • TABLE 230 ENTERPRISE APPLICATION: MARKET, BY HEALTHCARE & LIFE SCIENCES, 2025–2032 (USD BILLION)
  • TABLE 231 ENTERPRISE APPLICATIONS IN HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 232 ENTERPRISE APPLICATIONS IN HEALTHCARE & LIFE SCIENCES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 233 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY TELECOMMUNICATIONS, 2020–2024 (USD BILLION)
  • TABLE 234 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY TELECOMMUNICATIONS, 2025–2032 (USD BILLION)
  • TABLE 235 ENTERPRISE APPLICATIONS IN TELECOMMUNICATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 236 ENTERPRISE APPLICATIONS IN TELECOMMUNICATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 237 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY ENERGY & UTILITIES, 2020–2024 (USD BILLION)
  • TABLE 238 ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY ENERGY & UTILITIES, 2025–2032 (USD BILLION)
  • TABLE 239 ENTERPRISE APPLICATIONS IN ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 240 ENTERPRISE APPLICATIONS IN ENERGY & UTILITIES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 241 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY MANUFACTURING, 2020–2024 (USD BILLION)
  • TABLE 242 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY MANUFACTURING, 2025–2032 (USD BILLION)
  • TABLE 243 ENTERPRISE APPLICATIONS IN MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 244 ENTERPRISE APPLICATIONS IN MANUFACTURING: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 245 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY AGRICULTURE, 2020–2024 (USD BILLION)
  • TABLE 246 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY AGRICULTURE, 2025–2032 (USD BILLION)
  • TABLE 247 ENTERPRISE APPLICATIONS IN AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 248 ENTERPRISE APPLICATIONS IN AGRICULTURE: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 249 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE & TECHNOLOGY PROVIDER, 2020–2024 (USD BILLION)
  • TABLE 250 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE & TECHNOLOGY PROVIDER, 2025–2032 (USD BILLION)
  • TABLE 251 ENTERPRISE APPLICATIONS IN SOFTWARE & TECHNOLOGY PROVIDERS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 252 ENTERPRISE APPLICATIONS IN SOFTWARE & TECHNOLOGY PROVIDERS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 253 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY MEDIA AND ENTERTAINMENT, 2020–2024 (USD BILLION)
  • TABLE 254 ENTERPRISE APPLICATION: ARTIFICIAL INTELLIGENCE MARKET, BY MEDIA AND ENTERTAINMENT, 2025–2032 (USD BILLION)
  • TABLE 255 ENTERPRISE APPLICATIONS IN MEDIA AND ENTERTAINMENT: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 256 ENTERPRISE APPLICATIONS IN MEDIA AND ENTERTAINMENT: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 257 OTHER ENTERPRISE APPLICATIONS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 258 OTHER ENTERPRISE APPLICATIONS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 259 MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 260 ARTIFICIAL INTELLIGENCE MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 261 CONSUMERS: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 262 CONSUMERS: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 263 ARTIFICIAL INTELLIGENCE MARKET, BY ENTERPRISE, 2020–2024 (USD BILLION)
  • TABLE 264 ARTIFICIAL INTELLIGENCE MARKET, BY ENTERPRISE, 2025–2032 (USD BILLION)
  • TABLE 265 ENTERPRISES: MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 266 ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 267 ARTIFICIAL INTELLIGENCE MARKET, BY BFSI, 2020–2024 (USD BILLION)
  • TABLE 268 ARTIFICIAL INTELLIGENCE MARKET, BY BFSI, 2025–2032 (USD BILLION)
  • TABLE 269 ARTIFICIAL INTELLIGENCE MARKET, BY RETAIL & E-COMMERCE, 2020–2024 (USD BILLION)
  • TABLE 270 ARTIFICIAL INTELLIGENCE MARKET, BY RETAIL & E-COMMERCE, 2025–2032 (USD BILLION)
  • TABLE 271 ARTIFICIAL INTELLIGENCE MARKET, BY TRANSPORTATION & LOGISTICS, 2020–2024 (USD BILLION)
  • TABLE 272 ARTIFICIAL INTELLIGENCE MARKET, BY TRANSPORTATION & LOGISTICS, 2025–2032 (USD BILLION)
  • TABLE 273 ARTIFICIAL INTELLIGENCE MARKET, BY GOVERNMENT & DEFENSE, 2020–2024 (USD BILLION)
  • TABLE 274 ARTIFICIAL INTELLIGENCE MARKET, BY GOVERNMENT & DEFENSE, 2025–2032 (USD BILLION)
  • TABLE 275 ARTIFICIAL INTELLIGENCE MARKET, BY HEALTHCARE & LIFE SCIENCES, 2020–2024 (USD BILLION)
  • TABLE 276 ARTIFICIAL INTELLIGENCE MARKET, BY HEALTHCARE & LIFE SCIENCES, 2025–2032 (USD BILLION)
  • TABLE 277 ARTIFICIAL INTELLIGENCE MARKET, BY TELECOMMUNICATIONS, 2020–2024 (USD BILLION)
  • TABLE 278 ARTIFICIAL INTELLIGENCE MARKET, BY TELECOMMUNICATIONS, 2025–2032 (USD BILLION)
  • TABLE 279 ARTIFICIAL INTELLIGENCE MARKET, BY ENERGY & UTILITIES, 2020–2024 (USD BILLION)
  • TABLE 280 ARTIFICIAL INTELLIGENCE MARKET, BY ENERGY & UTILITIES, 2025–2032 (USD BILLION)
  • TABLE 281 ARTIFICIAL INTELLIGENCE MARKET, BY MANUFACTURING, 2020–2024 (USD BILLION)
  • TABLE 282 ARTIFICIAL INTELLIGENCE MARKET, BY MANUFACTURING, 2025–2032 (USD BILLION)
  • TABLE 283 ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS, 2020–2024 (USD BILLION)
  • TABLE 284 ARTIFICIAL INTELLIGENCE MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS, 2025–2032 (USD BILLION)
  • TABLE 285 ARTIFICIAL INTELLIGENCE MARKET, BY MEDIA AND ENTERTAINMENT, 2020–2024 (USD BILLION)
  • TABLE 286 ARTIFICIAL INTELLIGENCE MARKET, BY MEDIA AND ENTERTAINMENT, 2025–2032 (USD BILLION)
  • TABLE 287 OTHER ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 288 OTHER ENTERPRISES: ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 289 ARTIFICIAL INTELLIGENCE MARKET, BY REGION, 2020–2024 (USD BILLION)
  • TABLE 290 MARKET, BY REGION, 2025–2032 (USD BILLION)
  • TABLE 291 NORTH AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 292 NORTH AMERICA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 293 NORTH AMERICA: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD BILLION)
  • TABLE 294 NORTH AMERICA: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD BILLION)
  • TABLE 295 NORTH AMERICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 296 NORTH AMERICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 297 NORTH AMERICA: MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 298 NORTH AMERICA: MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 299 NORTH AMERICA: MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 300 NORTH AMERICA: MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 301 NORTH AMERICA: MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 302 NORTH AMERICA: MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 303 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 304 NORTH AMERICA: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 305 NORTH AMERICA: MARKET, BY BFSI APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 306 NORTH AMERICA: MARKET, BY BFSI APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 307 NORTH AMERICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 308 NORTH AMERICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 309 NORTH AMERICA: MARKET, BY MANUFACTURING APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 310 NORTH AMERICA: MARKET, BY MANUFACTURING APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 311 NORTH AMERICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 312 NORTH AMERICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 313 NORTH AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 314 NORTH AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 315 NORTH AMERICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 316 NORTH AMERICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 317 NORTH AMERICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 318 NORTH AMERICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 319 NORTH AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 320 NORTH AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 321 NORTH AMERICA: MARKET, BY AGRICULTURE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 322 NORTH AMERICA: MARKET, BY AGRICULTURE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 323 NORTH AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 324 NORTH AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 325 NORTH AMERICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 326 NORTH AMERICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 327 NORTH AMERICA: MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 328 NORTH AMERICA: MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 329 NORTH AMERICA: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD BILLION)
  • TABLE 330 NORTH AMERICA: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD BILLION)
  • TABLE 331 NORTH AMERICA: MARKET, BY BFSI END USER, 2020–2024 (USD BILLION)
  • TABLE 332 NORTH AMERICA: MARKET, BY BFSI END USER, 2025–2032 (USD BILLION)
  • TABLE 333 NORTH AMERICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2020–2024 (USD BILLION)
  • TABLE 334 NORTH AMERICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2025–2032 (USD BILLION)
  • TABLE 335 NORTH AMERICA: MARKET, BY MANUFACTURING END USER, 2020–2024 (USD BILLION)
  • TABLE 336 NORTH AMERICA: MARKET, BY MANUFACTURING END USER, 2025–2032 (USD BILLION)
  • TABLE 337 NORTH AMERICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2020–2024 (USD BILLION)
  • TABLE 338 NORTH AMERICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2025–2032 (USD BILLION)
  • TABLE 339 NORTH AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2020–2024 (USD BILLION)
  • TABLE 340 NORTH AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2025–2032 (USD BILLION)
  • TABLE 341 NORTH AMERICA: MARKET, BY TELECOMMUNICATIONS END USER, 2020–2024 (USD BILLION)
  • TABLE 342 NORTH AMERICA: MARKET, BY TELECOMMUNICATIONS END USER, 2025–2032 (USD BILLION)
  • TABLE 343 NORTH AMERICA: MARKET, BY ENERGY & UTILITIES END USER, 2020–2024 (USD BILLION)
  • TABLE 344 NORTH AMERICA: MARKET, BY ENERGY & UTILITIES END USER, 2025–2032 (USD BILLION)
  • TABLE 345 NORTH AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2020–2024 (USD BILLION)
  • TABLE 346 NORTH AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2025–2032 (USD BILLION)
  • TABLE 347 NORTH AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2020–2024 (USD BILLION)
  • TABLE 348 NORTH AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2025–2032 (USD BILLION)
  • TABLE 349 NORTH AMERICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2020–2024 (USD BILLION)
  • TABLE 350 NORTH AMERICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2025–2032 (USD BILLION)
  • TABLE 351 NORTH AMERICA: MARKET, BY COUNTRY, 2020–2024 (USD BILLION)
  • TABLE 352 NORTH AMERICA: MARKET, BY COUNTRY, 2025–2032 (USD BILLION)
  • TABLE 353 US: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 354 US: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 355 CANADA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 356 CANADA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 357 EUROPE: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 358 EUROPE: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 359 EUROPE: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD BILLION)
  • TABLE 360 EUROPE: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD BILLION)
  • TABLE 361 EUROPE: MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 362 EUROPE: MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 363 EUROPE: MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 364 EUROPE: MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 365 EUROPE: ARTIFICIAL INTELLIGENCE MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 366 EUROPE: MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 367 EUROPE: MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 368 EUROPE: MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 369 EUROPE: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 370 EUROPE: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 371 EUROPE: MARKET, BY BFSI APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 372 EUROPE: MARKET, BY BFSI APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 373 EUROPE: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 374 EUROPE: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 375 EUROPE: MARKET, BY MANUFACTURING APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 376 EUROPE: MARKET, BY MANUFACTURING APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 377 EUROPE: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 378 EUROPE: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 379 EUROPE: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 380 EUROPE: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 381 EUROPE: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 382 EUROPE: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 383 EUROPE: MARKET, BY ENERGY & UTILITIES APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 384 EUROPE: MARKET, BY ENERGY & UTILITIES APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 385 EUROPE: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 386 EUROPE: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 387 EUROPE: MARKET, BY AGRICULTURE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 388 EUROPE: MARKET, BY AGRICULTURE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 389 EUROPE: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 390 EUROPE: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 391 EUROPE: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 392 EUROPE: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 393 EUROPE: MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 394 EUROPE: MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 395 EUROPE: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD BILLION)
  • TABLE 396 EUROPE: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD BILLION)
  • TABLE 397 EUROPE: MARKET, BY BFSI END USER, 2020–2024 (USD BILLION)
  • TABLE 398 EUROPE: MARKET, BY BFSI END USER, 2025–2032 (USD BILLION)
  • TABLE 399 EUROPE: MARKET, BY RETAIL & E-COMMERCE END USER, 2020–2024 (USD BILLION)
  • TABLE 400 EUROPE: MARKET, BY RETAIL & E-COMMERCE END USER, 2025–2032 (USD BILLION)
  • TABLE 401 EUROPE: MARKET, BY MANUFACTURING END USER, 2020–2024 (USD BILLION)
  • TABLE 402 EUROPE: MARKET, BY MANUFACTURING END USER, 2025–2032 (USD BILLION)
  • TABLE 403 EUROPE: MARKET, BY GOVERNMENT & DEFENSE END USER, 2020–2024 (USD BILLION)
  • TABLE 404 EUROPE: MARKET, BY GOVERNMENT & DEFENSE END USER, 2025–2032 (USD BILLION)
  • TABLE 405 EUROPE: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2020–2024 (USD BILLION)
  • TABLE 406 EUROPE: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2025–2032 (USD BILLION)
  • TABLE 407 EUROPE: MARKET, BY TELECOMMUNICATIONS END USER, 2020–2024 (USD BILLION)
  • TABLE 408 EUROPE: MARKET, BY TELECOMMUNICATIONS END USER, 2025–2032 (USD BILLION)
  • TABLE 409 EUROPE: MARKET, BY ENERGY & UTILITIES END USER, 2020–2024 (USD BILLION)
  • TABLE 410 EUROPE: MARKET, BY ENERGY & UTILITIES END USER, 2025–2032 (USD BILLION)
  • TABLE 411 EUROPE: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2020–2024 (USD BILLION)
  • TABLE 412 EUROPE: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2025–2032 (USD BILLION)
  • TABLE 413 EUROPE: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2020–2024 (USD BILLION)
  • TABLE 414 EUROPE: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2025–2032 (USD BILLION)
  • TABLE 415 EUROPE: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2020–2024 (USD BILLION)
  • TABLE 416 EUROPE: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2025–2032 (USD BILLION)
  • TABLE 417 EUROPE: MARKET, BY COUNTRY, 2020–2024 (USD BILLION)
  • TABLE 418 EUROPE: MARKET, BY COUNTRY, 2025–2032 (USD BILLION)
  • TABLE 419 UK: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 420 UK: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 421 GERMANY: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 422 GERMANY: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 423 FRANCE: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 424 FRANCE: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 425 ITALY: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 426 ITALY: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 427 SPAIN: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 428 SPAIN: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 429 NORDICS: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 430 NORDICS: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 431 BENELUX: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 432 BENELUX: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 433 RUSSIA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 434 RUSSIA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 435 REST OF EUROPE: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 436 REST OF EUROPE: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 437 ASIA PACIFIC: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 438 ASIA PACIFIC: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 439 ASIA PACIFIC: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD BILLION)
  • TABLE 440 ASIA PACIFIC: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD BILLION)
  • TABLE 441 ASIA PACIFIC: MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 442 ASIA PACIFIC: MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 443 ASIA PACIFIC: MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 444 ASIA PACIFIC: MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 445 ASIA PACIFIC: MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 446 ASIA PACIFIC: MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 447 ASIA PACIFIC: MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 448 ASIA PACIFIC: MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 449 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 450 ASIA PACIFIC: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 451 ASIA PACIFIC: MARKET, BY BFSI APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 452 ASIA PACIFIC: MARKET, BY BFSI APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 453 ASIA PACIFIC: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 454 ASIA PACIFIC: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 455 ASIA PACIFIC: MARKET, BY MANUFACTURING APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 456 ASIA PACIFIC: MARKET, BY MANUFACTURING APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 457 ASIA PACIFIC: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 458 ASIA PACIFIC: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 459 ASIA PACIFIC: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 460 ASIA PACIFIC: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 461 ASIA PACIFIC: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 462 ASIA PACIFIC: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 463 ASIA PACIFIC: MARKET, BY ENERGY & UTILITIES APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 464 ASIA PACIFIC: MARKET, BY ENERGY & UTILITIES APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 465 ASIA PACIFIC: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 466 ASIA PACIFIC: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 467 ASIA PACIFIC: MARKET, BY AGRICULTURE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 468 ASIA PACIFIC: MARKET, BY AGRICULTURE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 469 ASIA PACIFIC: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 470 ASIA PACIFIC: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 471 ASIA PACIFIC: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 472 ASIA PACIFIC: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 473 ASIA PACIFIC: MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 474 ASIA PACIFIC: MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 475 ASIA PACIFIC: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD BILLION)
  • TABLE 476 ASIA PACIFIC: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD BILLION)
  • TABLE 477 ASIA PACIFIC: MARKET, BY BFSI END USER, 2020–2024 (USD BILLION)
  • TABLE 478 ASIA PACIFIC: MARKET, BY BFSI END USER, 2025–2032 (USD BILLION)
  • TABLE 479 ASIA PACIFIC: MARKET, BY RETAIL & E-COMMERCE END USER, 2020–2024 (USD BILLION)
  • TABLE 480 ASIA PACIFIC: MARKET, BY RETAIL & E-COMMERCE END USER, 2025–2032 (USD BILLION)
  • TABLE 481 ASIA PACIFIC: MARKET, BY MANUFACTURING END USER, 2020–2024 (USD BILLION)
  • TABLE 482 ASIA PACIFIC: MARKET, BY MANUFACTURING END USER, 2025–2032 (USD BILLION)
  • TABLE 483 ASIA PACIFIC: MARKET, BY GOVERNMENT & DEFENSE END USER, 2020–2024 (USD BILLION)
  • TABLE 484 ASIA PACIFIC: MARKET, BY GOVERNMENT & DEFENSE END USER, 2025–2032 (USD BILLION)
  • TABLE 485 ASIA PACIFIC: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2020–2024 (USD BILLION)
  • TABLE 486 ASIA PACIFIC: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2025–2032 (USD BILLION)
  • TABLE 487 ASIA PACIFIC: MARKET, BY TELECOMMUNICATIONS END USER, 2020–2024 (USD BILLION)
  • TABLE 488 ASIA PACIFIC: MARKET, BY TELECOMMUNICATIONS END USER, 2025–2032 (USD BILLION)
  • TABLE 489 ASIA PACIFIC: MARKET, BY ENERGY & UTILITIES END USER, 2020–2024 (USD BILLION)
  • TABLE 490 ASIA PACIFIC: MARKET, BY ENERGY & UTILITIES END USER, 2025–2032 (USD BILLION)
  • TABLE 491 ASIA PACIFIC: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2020–2024 (USD BILLION)
  • TABLE 492 ASIA PACIFIC: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2025–2032 (USD BILLION)
  • TABLE 493 ASIA PACIFIC: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2020–2024 (USD BILLION)
  • TABLE 494 ASIA PACIFIC: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2025–2032 (USD BILLION)
  • TABLE 495 ASIA PACIFIC: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2020–2024 (USD BILLION)
  • TABLE 496 ASIA PACIFIC: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2025–2032 (USD BILLION)
  • TABLE 497 ASIA PACIFIC: MARKET, BY COUNTRY, 2020–2024 (USD BILLION)
  • TABLE 498 ASIA PACIFIC: MARKET, BY COUNTRY, 2025–2032 (USD BILLION)
  • TABLE 499 CHINA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 500 CHINA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 501 INDIA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 502 INDIA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 503 JAPAN: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 504 JAPAN: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 505 SOUTH KOREA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 506 SOUTH KOREA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 507 AUSTRALIA & NEW ZEALAND: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 508 AUSTRALIA & NEW ZEALAND: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 509 ASEAN: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 510 ASEAN: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 511 REST OF ASIA PACIFIC: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 512 REST OF ASIA PACIFIC: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 513 MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 514 MIDDLE EAST & AFRICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 515 MIDDLE EAST & AFRICA: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD MILLION)
  • TABLE 516 MIDDLE EAST & AFRICA: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD MILLION)
  • TABLE 517 MIDDLE EAST & AFRICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 518 MIDDLE EAST & AFRICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 519 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 520 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 521 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 522 MIDDLE EAST & AFRICA: MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 523 MIDDLE EAST & AFRICA: MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 524 MIDDLE EAST & AFRICA: MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 525 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 526 MIDDLE EAST & AFRICA: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 527 MIDDLE EAST & AFRICA: MARKET, BY BFSI APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 528 MIDDLE EAST & AFRICA: MARKET, BY BFSI APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 529 MIDDLE EAST & AFRICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 530 MIDDLE EAST & AFRICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 531 MIDDLE EAST & AFRICA: MARKET, BY MANUFACTURING APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 532 MIDDLE EAST & AFRICA: MARKET, BY MANUFACTURING APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 533 MIDDLE EAST & AFRICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 534 MIDDLE EAST & AFRICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 535 MIDDLE EAST & AFRICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 536 MIDDLE EAST & AFRICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 537 MIDDLE EAST & AFRICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 538 MIDDLE EAST & AFRICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 539 MIDDLE EAST & AFRICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 540 MIDDLE EAST & AFRICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 541 MIDDLE EAST & AFRICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 542 MIDDLE EAST & AFRICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 543 MIDDLE EAST & AFRICA: MARKET, BY AGRICULTURE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 544 MIDDLE EAST & AFRICA: MARKET, BY AGRICULTURE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 545 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 546 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 547 MIDDLE EAST & AFRICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 548 MIDDLE EAST & AFRICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 549 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 550 MIDDLE EAST & AFRICA: MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 551 MIDDLE EAST & AFRICA: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD BILLION)
  • TABLE 552 MIDDLE EAST & AFRICA: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD BILLION)
  • TABLE 553 MIDDLE EAST & AFRICA: MARKET, BY BFSI END USER, 2020–2024 (USD BILLION)
  • TABLE 554 MIDDLE EAST & AFRICA: MARKET, BY BFSI END USER, 2025–2032 (USD BILLION)
  • TABLE 555 MIDDLE EAST & AFRICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2020–2024 (USD BILLION)
  • TABLE 556 MIDDLE EAST & AFRICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2025–2032 (USD BILLION)
  • TABLE 557 MIDDLE EAST & AFRICA: MARKET, BY MANUFACTURING END USER, 2020–2024 (USD BILLION)
  • TABLE 558 MIDDLE EAST & AFRICA: MARKET, BY MANUFACTURING END USER, 2025–2032 (USD BILLION)
  • TABLE 559 MIDDLE EAST & AFRICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2020–2024 (USD MILLION)
  • TABLE 560 MIDDLE EAST & AFRICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2025–2032 (USD MILLION)
  • TABLE 561 MIDDLE EAST & AFRICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2020–2024 (USD MILLION)
  • TABLE 562 MIDDLE EAST & AFRICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2025–2032 (USD MILLION)
  • TABLE 563 MIDDLE EAST & AFRICA: MARKET, BY TELECOMMUNICATIONS END USER, 2020–2024 (USD MILLION)
  • TABLE 564 MIDDLE EAST & AFRICA: MARKET, BY TELECOMMUNICATIONS END USER, 2025–2032 (USD MILLION)
  • TABLE 565 MIDDLE EAST & AFRICA: MARKET, BY ENERGY & UTILITIES END USER, 2020–2024 (USD MILLION)
  • TABLE 566 MIDDLE EAST & AFRICA: MARKET, BY ENERGY & UTILITIES END USER, 2025–2032 (USD MILLION)
  • TABLE 567 MIDDLE EAST & AFRICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2020–2024 (USD MILLION)
  • TABLE 568 MIDDLE EAST & AFRICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2025–2032 (USD MILLION)
  • TABLE 569 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2020–2024 (USD MILLION)
  • TABLE 570 MIDDLE EAST & AFRICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2025–2032 (USD MILLION)
  • TABLE 571 MIDDLE EAST & AFRICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2020–2024 (USD MILLION)
  • TABLE 572 MIDDLE EAST & AFRICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2025–2032 (USD MILLION)
  • TABLE 573 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
  • TABLE 574 MIDDLE EAST & AFRICA: MARKET, BY COUNTRY, 2025–2032 (USD MILLION)
  • TABLE 575 SAUDI ARABIA: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 576 SAUDI ARABIA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 577 SAUDI ARABIA: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD MILLION)
  • TABLE 578 SAUDI ARABIA: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD MILLION)
  • TABLE 579 SAUDI ARABIA: MARKET, BY SOFTWARE, 2020–2024 (USD MILLION)
  • TABLE 580 SAUDI ARABIA: MARKET, BY SOFTWARE, 2025–2032 (USD MILLION)
  • TABLE 581 SAUDI ARABIA: MARKET, BY SERVICE, 2020–2024 (USD MILLION)
  • TABLE 582 SAUDI ARABIA: MARKET, BY SERVICE, 2025–2032 (USD MILLION)
  • TABLE 583 SAUDI ARABIA: MARKET, BY TECHNOLOGY, 2020–2024 (USD MILLION)
  • TABLE 584 SAUDI ARABIA: MARKET, BY TECHNOLOGY, 2025–2032 (USD MILLION)
  • TABLE 585 SAUDI ARABIA: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD MILLION)
  • TABLE 586 SAUDI ARABIA: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD MILLION)
  • TABLE 587 SAUDI ARABIA: MARKET, BY END USER, 2020–2024 (USD MILLION)
  • TABLE 588 SAUDI ARABIA: MARKET, BY END USER, 2025–2032 (USD MILLION)
  • TABLE 589 SAUDI ARABIA: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD MILLION)
  • TABLE 590 SAUDI ARABIA: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD MILLION)
  • TABLE 591 UAE: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 592 UAE: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 593 SOUTH AFRICA: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 594 SOUTH AFRICA: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 595 TURKEY: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 596 TURKEY: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 597 QATAR: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 598 QATAR: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 599 EGYPT: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 600 EGYPT: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 601 KUWAIT: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 602 KUWAIT: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 603 REST OF MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2020–2024 (USD MILLION)
  • TABLE 604 REST OF MIDDLE EAST & AFRICA: MARKET, BY OFFERING, 2025–2032 (USD MILLION)
  • TABLE 605 LATIN AMERICA: ARTIFICIAL INTELLIGENCE MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 606 LATIN AMERICA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 607 LATIN AMERICA: MARKET, BY INFRASTRUCTURE, 2020–2024 (USD BILLION)
  • TABLE 608 LATIN AMERICA: MARKET, BY INFRASTRUCTURE, 2025–2032 (USD BILLION)
  • TABLE 609 LATIN AMERICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 610 LATIN AMERICA: MARKET, BY INFRASTRUCTURE FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 611 LATIN AMERICA: MARKET, BY SOFTWARE, 2020–2024 (USD BILLION)
  • TABLE 612 LATIN AMERICA: MARKET, BY SOFTWARE, 2025–2032 (USD BILLION)
  • TABLE 613 LATIN AMERICA: MARKET, BY SERVICE, 2020–2024 (USD BILLION)
  • TABLE 614 LATIN AMERICA: MARKET, BY SERVICE, 2025–2032 (USD BILLION)
  • TABLE 615 LATIN AMERICA: MARKET, BY TECHNOLOGY, 2020–2024 (USD BILLION)
  • TABLE 616 LATIN AMERICA: MARKET, BY TECHNOLOGY, 2025–2032 (USD BILLION)
  • TABLE 617 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2020–2024 (USD BILLION)
  • TABLE 618 LATIN AMERICA: MARKET, BY BUSINESS FUNCTION, 2025–2032 (USD BILLION)
  • TABLE 619 LATIN AMERICA: MARKET, BY BFSI APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 620 LATIN AMERICA: MARKET, BY BFSI APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 621 LATIN AMERICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2020–2024 (USD BILLION)
  • TABLE 622 LATIN AMERICA: MARKET, BY RETAIL & E-COMMERCE APPLICATION, 2025–2032 (USD BILLION)
  • TABLE 623 LATIN AMERICA: MARKET, BY MANUFACTURING APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 624 LATIN AMERICA: MARKET, BY MANUFACTURING APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 625 LATIN AMERICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 626 LATIN AMERICA: MARKET, BY GOVERNMENT & DEFENSE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 627 LATIN AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 628 LATIN AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 629 LATIN AMERICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 630 LATIN AMERICA: MARKET, BY TELECOMMUNICATIONS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 631 LATIN AMERICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 632 LATIN AMERICA: MARKET, BY ENERGY & UTILITIES APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 633 LATIN AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 634 LATIN AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 635 LATIN AMERICA: MARKET, BY AGRICULTURE APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 636 LATIN AMERICA: MARKET, BY AGRICULTURE APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 637 LATIN AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 638 LATIN AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 639 LATIN AMERICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2020–2024 (USD MILLION)
  • TABLE 640 LATIN AMERICA: MARKET, BY MEDIA & ENTERTAINMENT APPLICATION, 2025–2032 (USD MILLION)
  • TABLE 641 LATIN AMERICA: MARKET, BY END USER, 2020–2024 (USD BILLION)
  • TABLE 642 LATIN AMERICA: MARKET, BY END USER, 2025–2032 (USD BILLION)
  • TABLE 643 LATIN AMERICA: MARKET, BY ENTERPRISE END USER, 2020–2024 (USD BILLION)
  • TABLE 644 LATIN AMERICA: MARKET, BY ENTERPRISE END USER, 2025–2032 (USD BILLION)
  • TABLE 645 LATIN AMERICA: MARKET, BY BFSI END USER, 2020–2024 (USD BILLION)
  • TABLE 646 LATIN AMERICA: MARKET, BY BFSI END USER, 2025–2032 (USD BILLION)
  • TABLE 647 LATIN AMERICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2020–2024 (USD BILLION)
  • TABLE 648 LATIN AMERICA: MARKET, BY RETAIL & E-COMMERCE END USER, 2025–2032 (USD BILLION)
  • TABLE 649 LATIN AMERICA: MARKET, BY MANUFACTURING END USER, 2020–2024 (USD BILLION)
  • TABLE 650 LATIN AMERICA: MARKET, BY MANUFACTURING END USER, 2025–2032 (USD BILLION)
  • TABLE 651 LATIN AMERICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2020–2024 (USD MILLION)
  • TABLE 652 LATIN AMERICA: MARKET, BY GOVERNMENT & DEFENSE END USER, 2025–2032 (USD MILLION)
  • TABLE 653 LATIN AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2020–2024 (USD MILLION)
  • TABLE 654 LATIN AMERICA: MARKET, BY HEALTHCARE AND LIFE SCIENCES END USER, 2025–2032 (USD MILLION)
  • TABLE 655 LATIN AMERICA: MARKET, BY TELECOMMUNICATIONS END USER, 2020–2024 (USD MILLION)
  • TABLE 656 LATIN AMERICA: MARKET, BY TELECOMMUNICATIONS END USER, 2025–2032 (USD MILLION)
  • TABLE 657 LATIN AMERICA: MARKET, BY ENERGY & UTILITIES END USER, 2020–2024 (USD MILLION)
  • TABLE 658 LATIN AMERICA: MARKET, BY ENERGY & UTILITIES END USER, 2025–2032 (USD MILLION)
  • TABLE 659 LATIN AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2020–2024 (USD MILLION)
  • TABLE 660 LATIN AMERICA: MARKET, BY TRANSPORTATION AND LOGISTICS END USER, 2025–2032 (USD MILLION)
  • TABLE 661 LATIN AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2020–2024 (USD MILLION)
  • TABLE 662 LATIN AMERICA: MARKET, BY SOFTWARE & TECHNOLOGY PROVIDERS END USER, 2025–2032 (USD MILLION)
  • TABLE 663 LATIN AMERICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2020–2024 (USD MILLION)
  • TABLE 664 LATIN AMERICA: MARKET, BY MEDIA & ENTERTAINMENT END USER, 2025–2032 (USD MILLION)
  • TABLE 665 LATIN AMERICA: MARKET, BY COUNTRY, 2020–2024 (USD MILLION)
  • TABLE 666 LATIN AMERICA: MARKET, BY COUNTRY, 2025–2032 (USD MILLION)
  • TABLE 667 BRAZIL: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 668 BRAZIL: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 669 MEXICO: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 670 MEXICO: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 671 ARGENTINA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 672 ARGENTINA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 673 CHILE: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 674 CHILE: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 675 REST OF LATIN AMERICA: MARKET, BY OFFERING, 2020–2024 (USD BILLION)
  • TABLE 676 REST OF LATIN AMERICA: MARKET, BY OFFERING, 2025–2032 (USD BILLION)
  • TABLE 677 OVERVIEW OF STRATEGIES ADOPTED BY KEY ARTIFICIAL INTELLIGENCE VENDORS, 2020–2024
  • TABLE 678 MARKET: DEGREE OF COMPETITION
  • TABLE 679 OFFERING FOOTPRINT (9 COMPANIES)
  • TABLE 680 TECHNOLOGY FOOTPRINT (9 COMPANIES)
  • TABLE 681 ENTERPRISE APPLICATION FOOTPRINT (9 COMPANIES)
  • TABLE 682 REGION FOOTPRINT (9 COMPANIES)
  • TABLE 683 OFFERING FOOTPRINT (14 COMPANIES)
  • TABLE 684 TECHNOLOGY FOOTPRINT (14 COMPANIES)
  • TABLE 685 ENTERPRISE APPLICATION FOOTPRINT (14 COMPANIES)
  • TABLE 686 REGION FOOTPRINT (14 COMPANIES)
  • TABLE 687 OFFERING FOOTPRINT (7 COMPANIES)
  • TABLE 688 TECHNOLOGY FOOTPRINT (7 COMPANIES)
  • TABLE 689 ENTERPRISE APPLICATION FOOTPRINT (7 COMPANIES)
  • TABLE 690 REGION FOOTPRINT (7 COMPANIES)
  • TABLE 691 ARTIFICIAL INTELLIGENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  • TABLE 692 ARTIFICIAL INTELLIGENCE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • TABLE 693 ARTIFICIAL INTELLIGENCE MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2022–APRIL 2025
  • TABLE 694 ARTIFICIAL INTELLIGENCE MARKET: DEALS, JANUARY 2022–APRIL 2025
  • TABLE 695 NVIDIA: COMPANY OVERVIEW
  • TABLE 696 NVIDIA: PRODUCTS OFFERED
  • TABLE 697 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 698 NVIDIA: DEALS
  • TABLE 699 MICROSOFT: COMPANY OVERVIEW
  • TABLE 700 MICROSOFT: PRODUCTS OFFERED
  • TABLE 701 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 702 MICROSOFT: DEALS
  • TABLE 703 AWS: COMPANY OVERVIEW
  • TABLE 704 AWS: PRODUCTS OFFERED
  • TABLE 705 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 706 AWS: DEALS
  • TABLE 707 AWS: OTHERS
  • TABLE 708 GOOGLE: COMPANY OVERVIEW
  • TABLE 709 GOOGLE: PRODUCTS OFFERED
  • TABLE 710 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 711 GOOGLE: DEALS
  • TABLE 712 GOOGLE: EXPANSIONS
  • TABLE 713 IBM: COMPANY OVERVIEW
  • TABLE 714 IBM: PRODUCTS OFFERED
  • TABLE 715 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 716 IBM: DEALS
  • TABLE 717 AMD: COMPANY OVERVIEW
  • TABLE 718 AMD: PRODUCTS OFFERED
  • TABLE 719 AMD: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 720 AMD: DEALS
  • TABLE 721 ORACLE: COMPANY OVERVIEW
  • TABLE 722 ORACLE: PRODUCTS OFFERED
  • TABLE 723 ORACLE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 724 ORACLE: DEALS
  • TABLE 725 INTEL: COMPANY OVERVIEW
  • TABLE 726 INTEL: PRODUCTS OFFERED
  • TABLE 727 INTEL: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 728 INTEL: DEALS
  • TABLE 729 OPENAI: COMPANY OVERVIEW
  • TABLE 730 OPENAI: SOLUTIONS OFFERED
  • TABLE 731 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 732 OPENAI: DEALS
  • TABLE 733 BAIDU: COMPANY OVERVIEW
  • TABLE 734 BAIDU: PRODUCTS OFFERED
  • TABLE 735 BAIDU: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 736 BAIDU: DEALS
  • TABLE 737 QUALCOMM: COMPANY OVERVIEW
  • TABLE 738 QUALCOMM: PRODUCTS OFFERED
  • TABLE 739 QUALCOMM: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 740 QUALCOMM: DEALS
  • TABLE 741 HPE: COMPANY OVERVIEW
  • TABLE 742 HPE: PRODUCTS OFFERED
  • TABLE 743 HPE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 744 HPE: DEALS
  • TABLE 745 ALIBABA CLOUD: COMPANY OVERVIEW
  • TABLE 746 ALIBABA CLOUD: PRODUCTS OFFERED
  • TABLE 747 ALIBABA CLOUD: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 748 ALIBABA CLOUD: DEALS
  • TABLE 749 HUAWEI: COMPANY OVERVIEW
  • TABLE 750 HUAWEI: PRODUCTS OFFERED
  • TABLE 751 HUAWEI: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 752 HUAWEI: DEALS
  • TABLE 753 SALESFORCE: COMPANY OVERVIEW
  • TABLE 754 SALESFORCE: PRODUCTS OFFERED
  • TABLE 755 SALESFORCE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 756 SALESFORCE: DEALS
  • TABLE 757 META: COMPANY OVERVIEW
  • TABLE 758 META: PRODUCTS OFFERED
  • TABLE 759 META: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 760 META: DEALS
  • TABLE 761 SAP: COMPANY OVERVIEW
  • TABLE 762 SAP: PRODUCTS OFFERED
  • TABLE 763 SAP: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 764 SAP: DEALS
  • TABLE 765 CISCO: COMPANY OVERVIEW
  • TABLE 766 CISCO: PRODUCTS OFFERED
  • TABLE 767 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 768 CISCO: DEALS
  • TABLE 769 SAS INSTITUTE: COMPANY OVERVIEW
  • TABLE 770 SAS INSTITUTE: PRODUCTS OFFERED
  • TABLE 771 SAS INSTITUTE: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 772 SAS INSTITUTE: DEALS
  • TABLE 773 SIEMENS: COMPANY OVERVIEW
  • TABLE 774 SIEMENS: PRODUCTS OFFERED
  • TABLE 775 SIEMENS: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 776 SIEMENS: DEALS
  • TABLE 777 CENTIFIC: COMPANY OVERVIEW
  • TABLE 778 CENTIFIC: SOLUTIONS OFFERED
  • TABLE 779 CENTIFIC: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 780 CENTIFIC: DEALS
  • TABLE 781 TELUS INTERNATIONAL: COMPANY OVERVIEW
  • TABLE 782 TELUS INTERNATIONAL: PRODUCTS OFFERED
  • TABLE 783 INNODATA: COMPANY OVERVIEW
  • TABLE 784 INNODATA: PRODUCTS OFFERED
  • TABLE 785 INNODATA: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 786 SAMA: COMPANY OVERVIEW
  • TABLE 787 SAMA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 788 SAMA: PRODUCT LAUNCHES & ENHANCEMENTS
  • TABLE 789 C3 AI: COMPANY OVERVIEW
  • TABLE 790 C3 AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 791 C3 AI: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 792 C3 AI: DEALS
  • TABLE 793 APPIER: COMPANY OVERVIEW
  • TABLE 794 APPIER: PRODUCTS OFFERED
  • TABLE 795 APPIER: PRODUCT LAUNCHES AND ENHANCEMENTS
  • TABLE 796 APPIER: DEALS
  • TABLE 797 COGITO TECH: COMPANY OVERVIEW
  • TABLE 798 COGITO TECH: PRODUCTS OFFERED
  • TABLE 799 HQE SYSTEMS, INC.: COMPANY OVERVIEW
  • TABLE 800 HQE SYSTEMS, INC.: PRODUCTS OFFERED
  • TABLE 801 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2019–2023 (USD MILLION)
  • TABLE 802 CONVERSATIONAL AI SOFTWARE MARKET, BY TECHNOLOGY, 2024–2030 (USD MILLION)
  • TABLE 803 CONVERSATIONAL AI MARKET, BY SERVICE, 2019–2023 (USD MILLION)
  • TABLE 804 CONVERSATIONAL AI MARKET, BY SERVICE, 2024–2030 (USD MILLION)
  • TABLE 805 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2019–2023 (USD MILLION)
  • TABLE 806 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION, 2024–2030 (USD MILLION)
  • TABLE 807 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2019–2023 (USD MILLION)
  • TABLE 808 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE, 2024–2030 (USD MILLION)
  • TABLE 809 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2019–2023 (USD MILLION)
  • TABLE 810 CONVERSATIONAL AI MARKET, BY INTEGRATION MODE, 2024–2030 (USD MILLION)
  • TABLE 811 CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION)
  • TABLE 812 CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION)
  • TABLE 813 CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 814 CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION)
  • TABLE 815 GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION)
  • TABLE 816 GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION)
  • TABLE 817 GENERATIVE AI MARKET, BY DATA MODALITY, 2019–2023 (USD MILLION)
  • TABLE 818 GENERATIVE AI MARKET, BY DATA MODALITY, 2024–2030 (USD MILLION)
  • TABLE 819 GENERATIVE AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION)
  • TABLE 820 GENERATIVE AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION)
  • TABLE 821 GENERATIVE AI MARKET, BY END USER, 2019–2023 (USD MILLION)
  • TABLE 822 GENERATIVE AI MARKET, BY END USER, 2024–2030 (USD MILLION)
  • TABLE 823 GENERATIVE AI MARKET, BY REGION, 2019–2023 (USD MILLION)
  • TABLE 824 GENERATIVE AI MARKET, BY REGION, 2024–2030 (USD MILLION)
LIST OF FIGURES
 
  • FIGURE 1 ARTIFICIAL INTELLIGENCE MARKET: RESEARCH DESIGN
  • FIGURE 2 DATA TRIANGULATION
  • FIGURE 3 ARTIFICIAL INTELLIGENCE MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES
  • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1, BOTTOM-UP (SUPPLY-SIDE): REVENUE FROM SOFTWARE/INFRASTRUCTURE/SERVICES OF ARTIFICIAL INTELLIGENCE MARKET
  • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/INFRASTRUCTURE/ SERVICES OF ARTIFICIAL INTELLIGENCE MARKET
  • FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 3, BOTTOM-UP (SUPPLY-SIDE): COLLECTIVE REVENUE FROM ALL SOFTWARE/INFRASTRUCTURE/SERVICES OF MARKET
  • FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 4, BOTTOM-UP (DEMAND-SIDE): SHARE OF ARTIFICIAL INTELLIGENCE THROUGH OVERALL IT SPENDING
  • FIGURE 8 INFRASTRUCTURE SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE IN 2025
  • FIGURE 9 BY INFRASTRUCTURE FUNCTION, INFERENCE TO BECOMING LEADING SEGMENT IN 2025
  • FIGURE 10 BY SERVICE, CORE DATA SERVICES TO REGISTER LARGER MARKET SHARE IN 2025
  • FIGURE 11 BY TECHNOLOGY, MACHINE LEARNING TO EMERGE AS LARGEST SEGMENT IN 2025
  • FIGURE 12 BY BUSINESS FUNCTION, MARKETING & SALES TO BE LEADING SEGMENT IN 2025
  • FIGURE 13 BY END USER, ENTERPRISES TO HOLD MAJORITY MARKET SHARE IN 2025
  • FIGURE 14 HEALTHCARE & LIFE SCIENCES-RELATED ENTERPRISE APPLICATIONS TO EMERGE AS FASTEST-GROWING SEGMENT DURING FORECAST PERIOD
  • FIGURE 15 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE BETWEEN 2025 AND 2032
  • FIGURE 16 INCREASING DEMAND FOR GENERATIVE AI AND IMPROVING PERFORMANCE OF AI ALGORITHMS ON EDGE DEVICES TO DRIVE MARKET GROWTH
  • FIGURE 17 GENERATIVE AI SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD
  • FIGURE 18 INFRASTRUCTURE AND HEALTHCARE & LIFE SCIENCES TO BE LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2025
  • FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025
  • FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: ARTIFICIAL INTELLIGENCE MARKET
  • FIGURE 21 EVOLUTION OF ARTIFICIAL INTELLIGENCE MARKET
  • FIGURE 22 ARTIFICIAL INTELLIGENCE MARKET: SUPPLY CHAIN ANALYSIS
  • FIGURE 23 KEY PLAYERS IN ARTIFICIAL INTELLIGENCE MARKET ECOSYSTEM
  • FIGURE 24 ANNUAL EQUITY FUNDING AND DEALS IN AI INDUSTRY, 2020–2024
  • FIGURE 25 TOP EQUITY DEALS IN AI INDUSTRY, Q4 2024
  • FIGURE 26 NEW AND TOTAL AI UNICORNS, BY REGION, Q4 2024
  • FIGURE 27 TOP AI UNICORNS, BY ENTERPRISE VALUATION, Q4 2024 (USD BILLION)
  • FIGURE 28 NUMBER OF PATENTS GRANTED FOR ARTIFICIAL INTELLIGENCE MARKET, 2016–2025
  • FIGURE 29 REGIONAL ANALYSIS OF PATENTS GRANTED, 2016–2025
  • FIGURE 30 PROCESSORS AND CONTROLLERS EXPORT, BY KEY COUNTRY, 2017–2024 (USD BILLION)
  • FIGURE 31 PROCESSORS AND CONTROLLERS IMPORT, BY KEY COUNTRY, 2017–2024 (USD BILLION)
  • FIGURE 32 ARTIFICIAL INTELLIGENCE (AI) MARKET: PORTER’S FIVE FORCES ANALYSIS
  • FIGURE 33 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS
  • FIGURE 34 KEY BUYING CRITERIA FOR TOP THREE VERTICALS
  • FIGURE 35 ARTIFICIAL INTELLIGENCE MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
  • FIGURE 36 AI SERVICES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 37 GENERATIVE AI SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 38 OPERATIONS & SUPPLY CHAIN SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 39 ENTERPRISE APPLICATIONS WITHIN HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 40 ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 41 INDIA TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 42 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 43 NORTH AMERICA: MARKET SNAPSHOT
  • FIGURE 44 ASIA PACIFIC: MARKET SNAPSHOT
  • FIGURE 45 TOP 5 PLAYERS DOMINATED MARKET FOR LAST 5 YEARS
  • FIGURE 46 SHARE OF LEADING COMPANIES IN ARTIFICIAL INTELLIGENCE MARKET, 2024
  • FIGURE 47 PRODUCT COMPARATIVE ANALYSIS, BY MACHINE LEARNING
  • FIGURE 48 PRODUCT COMPARATIVE ANALYSIS, BY NATURAL LANGUAGE PROCESSING
  • FIGURE 49 PRODUCT COMPARATIVE ANALYSIS, BY COMPUTER VISION
  • FIGURE 50 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
  • FIGURE 51 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS
  • FIGURE 52 ARTIFICIAL INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS - AI INFRASTRUCTURE), 2024
  • FIGURE 53 COMPANY FOOTPRINT (9 COMPANIES)
  • FIGURE 54 ARTIFICIAL INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS - AI SOFTWARE), 2024
  • FIGURE 55 COMPANY FOOTPRINT (14 COMPANIES)
  • FIGURE 56 ARTIFICIAL INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS - AI SERVICES), 2024
  • FIGURE 57 COMPANY FOOTPRINT (7 COMPANIES)
  • FIGURE 58 MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES – AI SOFTWARE PLAYERS), 2024
  • FIGURE 59 ARTIFICIAL INTELLIGENCE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES – AI SERVICES PLAYERS), 2024
  • FIGURE 60 NVIDIA: COMPANY SNAPSHOT
  • FIGURE 61 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 62 AWS: COMPANY SNAPSHOT
  • FIGURE 63 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 64 IBM: COMPANY SNAPSHOT
  • FIGURE 65 AMD: COMPANY SNAPSHOT
  • FIGURE 66 ORACLE: COMPANY SNAPSHOT
  • FIGURE 67 INTEL: COMPANY SNAPSHOT
  • FIGURE 68 BAIDU: COMPANY SNAPSHOT
  • FIGURE 69 QUALCOMM: COMPANY SNAPSHOT
  • FIGURE 70 HPE: COMPANY SNAPSHOT
  • FIGURE 71 META: COMPANY SNAPSHOT
  • FIGURE 72 SAP: COMPANY SNAPSHOT
  • FIGURE 73 CISCO: COMPANY SNAPSHOT
  • FIGURE 74 SIEMENS: COMPANY SNAPSHOT
  • FIGURE 75 TELUS INTERNATIONAL: COMPANY SNAPSHOT
  • FIGURE 76 INNODATA: COMPANY SNAPSHOT
  • FIGURE 77 C3 AI: COMPANY SNAPSHOT
  • FIGURE 78 APPIER: COMPANY SNAPSHOT

 

In the primary research process, a diverse range of stakeholders from both the supply and demand sides of the artificial intelligence ecosystem were interviewed to gather qualitative and quantitative insights specific to this market. From the supply side, key industry experts, such as chief executive officers (CEOs), vice presidents (VPs), marketing directors, technology & innovation directors, and technical leads from vendor companies offering artificial intelligence infrastructure, software & services were consulted. Additionally, system integrators, service providers, and IT service firms that implement and support artificial intelligence were included in the study. On the demand side, input from IT decision-makers, infrastructure managers, and business heads of prominent enterprise end users was collected to understand the user perspectives and adoption challenges within targeted industries.

The primary research ensured that all crucial parameters affecting the artificial intelligence market—from technological advancements and evolving use cases (predictive maintenance, fraud detection, customer service automation, content generation, personalized recommendations, etc.) to regulatory and compliance needs (GDPR, CCPA, Europe AI Act, AIDA, etc.) were considered. Each factor was thoroughly analyzed, verified through primary research, and evaluated to obtain precise quantitative and qualitative data for this market.

Secondary Research

Once the initial phase of market engineering was completed, including detailed calculations for market statistics, segment-specific growth forecasts, and data triangulation, an additional round of primary research was undertaken. This step was crucial for refining and validating critical data points, such as AI offerings (artificial intelligence infrastructure, software & services), industry adoption trends, the competitive landscape, and key market dynamics like demand drivers (growth in adoption of autonomous artificial intelligence, rise of deep learning and machine learning technologies, advancements in computing power and availability of large databases), challenges (lack of transparency and explainability in decision-making process of AI, concerns related to bias and inaccurately generated output, integration challenges and lack of understanding of state-of-the-art systems), and opportunities (advancements in AI-native infrastructure enhancing scalability and performance, expansion of edge AI capabilities for real-time data processing and decision-making, advancements in generative AI to open new avenues for AI-powered content creation).

Primary Research

In the complete market engineering process, the top-down and bottom-up approaches and several data triangulation methods were extensively used to perform the market estimation and market forecast for the overall market segments and subsegments listed in this report. Extensive qualitative and quantitative analysis was performed on the complete market engineering process to record the critical information/insights throughout the report.

Artificial Intelligence (AI) Market Size, and Share

Note: Three tiers of companies are defined based on their total revenue as of 2024; tier 1 = revenue
more than USD 1 billion, tier 2 = revenue between USD 1 billion and 500 million, tier 3 = revenue less than USD 500 million
Source: MarketsandMarkets Analysis

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

To estimate and forecast the artificial intelligence market and its dependent submarkets, both top-down and bottom-up approaches were employed. This multi-layered analysis was further reinforced through data triangulation, incorporating primary and secondary research inputs. The market figures were also validated against the existing MarketsandMarkets repository for accuracy. The following research methodology has been used to estimate the market size:

Artificial Intelligence (AI) Market : Top-Down and Bottom-Up Approach

Artificial Intelligence (AI) Market Top Down and Bottom Up Approach

Data Triangulation

After arriving at the overall market size using the market size estimation processes as explained above, the market was split into several segments and subsegments. To complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment, data triangulation and market breakup procedures were employed, wherever applicable. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Market Definition

Many theoretical definitions of artificial intelligence center on a machine's capacity to mimic human behavior or carry out tasks that call for intelligence, but given the majority of current applications, artificial intelligence can be described as “systems that employ methods that can gather data and use it to predict, suggest, or make decisions with varying degrees of autonomy and select the best course of action to accomplish particular objectives”. AI systems leverage advanced techniques such as deep learning, reinforcement learning, and probabilistic reasoning to process data, recognize patterns, and make autonomous decisions or provide predictive analytics. These systems are designed to improve over time through iterative training and adaptation, often utilizing large-scale data and high-performance computing infrastructure to optimize performance and accuracy.

Stakeholders

  • AI software developers
  • AI infrastructure providers
  • AI-integrated service providers
  • AI training dataset providers
  • Core data service providers
  • Business analysts
  • Cloud service providers
  • Consulting service providers
  • Enterprise end users
  • Distributors and Value-added Resellers (VARs)
  • Government agencies
  • Independent Software Vendors (ISVs)
  • Managed service providers
  • Market research and consulting firms
  • Support & maintenance service providers
  • System Integrators (SIs)/Migration service providers
  • Language service providers
  • Technology providers
  • Academia & research institutions
  • Investors & venture capital firms

Report Objectives

  • To define, describe, and forecast the artificial intelligence market, by offering, business function, technology, enterprise application, and end user
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the micro markets with respect to individual growth trends, prospects, and their contribution to the total market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the artificial intelligence market
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of segments for five main regions: North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America
  • To profile the key players and comprehensively analyze their market ranking and core competencies
  • To analyze competitive developments, such as partnerships, product launches, and mergers and acquisitions, in the artificial intelligence market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Geographic Analysis as per Feasibility

  • Further breakup of the North American market for artificial intelligence
  • Further breakup of the European market for artificial intelligence
  • Further breakup of the Asia Pacific market for artificial intelligence
  • Further breakup of the Middle Eastern & African market for artificial intelligence
  • Further breakup of the Latin American market for artificial intelligence

Company Information

  • Detailed analysis and profiling of additional market players (up to five)

 

Previous Versions of this Report

Artificial Intelligence (AI) Market by Offering (Discriminative AI, Generative AI, Hardware, Services), Technology (ML, NLP, Context-aware AI, Computer Vision), Business Function (Marketing & Sales, HR), Vertical and Region - Global Forecast to 2030

Report Code TC 7894
Published in May, 2024, By MarketsandMarkets™

Artificial Intelligence (AI) Market by Offering (Hardware, Software), Technology (ML (Deep Learning (LLM, Transformers (GPT 1, 2, 3, 4)), NLP, Computer Vision), Business Function, Vertical, and Region - Global Forecast to 2030

Report Code TC 7894
Published in Jun, 2023, By MarketsandMarkets™

Artificial Intelligence Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing), Deployment Mode, Organization Size, Business Function (Law, Security), Vertical and Region - Global forecast to 2027

Report Code TC 7894
Published in Aug, 2022, By MarketsandMarkets™

Artificial Intelligence Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing), Deployment Mode, Organization Size, Business Function (Law, Security), Vertical, and Region - Global Forecast to 2026

Report Code TC 7894
Published in May, 2021, By MarketsandMarkets™

Artificial Intelligence Market by Offering (Hardware, Software, Services), Technology (Machine Learning, Natural Language Processing, Context-Aware Computing, Computer Vision), End-User Industry, and Geography - Global Forecast to 2025

Report Code SE 4053
Published in Feb, 2018, By MarketsandMarkets™

Artificial Intelligence Market by Technology (Deep Learning, Robotics, Digital Personal Assistant, Querying Method, Natural Language Processing, Context Aware Processing), Offering, End-User Industry, and Geography - Global Forecast to 2022

Report Code SE 4053
Published in Nov, 2016, By MarketsandMarkets™

Artificial Intelligence (AI) Market by Technology (Machine Learning, Natural Language Processing (NLP), Image Processing, and Speech Recognition), Application & Geography - Global Forecast to 2020

Report Code SE 4053
Published in Feb, 2016, By MarketsandMarkets™
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